diff --git "a/eval_longvideoreason.json" "b/eval_longvideoreason.json"
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+++ "b/eval_longvideoreason.json"
@@ -0,0 +1,16025 @@
+[
+  {
+    "problem_id": 0,
+    "problem": "What is the primary intention behind the video's sequence of showcasing an African elephant (0:00:00-0:00:30), a bearded dragon (0:00:30-0:00:50), a human sprinter labeled \"Bolt\" (0:01:10-0:01:40), and a cheetah (0:08:00-0:08:50)?",
+    "options": [
+      "A. To document the hunting strategies of predators across species.",
+      "B. To contrast human athleticism with animal locomotion, culminating in the cheetah’s evolutionary adaptation for speed.",
+      "C. To highlight the importance of habitat conservation for both reptiles and mammals.",
+      "D. To demonstrate interspecies communication methods in the wild."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/I_Q3ajyOrcI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 1,
+    "problem": "What is the woman's primary intention throughout the video, as inferred from the sequence of events and recurring elements?",
+    "options": [
+      "A. Promoting a Colorado-themed clothing line",
+      "B. Documenting a personal travel journey to Colorado for a vlog series",
+      "C. Advertising a travel agency’s services",
+      "D. Creating a tutorial on minimalist packing strategies"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8kaV6kb7vZo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 2,
+    "problem": "What is the most likely intention behind the man's initial statement \"Don't buy these phones\" and the subsequent display of various smartphones throughout the video?",
+    "options": [
+      "A. To promote the latest iPhone models by contrasting them with older ones.",
+      "B. To provide a comparative review advising against specific models while showcasing others.",
+      "C. To demonstrate the man's personal dislike for Samsung and Nokia phones.",
+      "D. To advertise PhoneArena.com by featuring a variety of smartphones without critique."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/NDqibzGrTt8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 3,
+    "problem": "During the news broadcast, the reported location of the officer-involved shooting shifts from 11th St & Grand Ave to Hope St. What is the most plausible reason for this change, based on the video?",
+    "options": [
+      "A. The incident occurred at 11th St and Grand Ave, but the reporter mistakenly moved to Hope St due to confusion.",
+      "B. Hope St is part of the police perimeter around the original incident site at 11th St and Grand Ave.",
+      "C. The news broadcast accidentally mixed footage from two unrelated officer-involved shootings.",
+      "D. The shooting occurred at Hope St, but the initial map graphic mislabeled the location as 11th St and Grand Ave."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KVrItY5wtDs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 4,
+    "problem": "What is the **primary intention** behind juxtaposing scenes from \"Looper\" (0:07:10-0:07:20 and 0:07:50-0:08:00) with earlier footage of \"Trailer Park Boys\" (0:00:00-0:00:10 and 0:07:30-0:07:40) alongside the news article about Michael Smith's arrest (0:05:50-0:06:00)?",
+    "options": [
+      "A. To promote the movie \"Looper\" using the established popularity of \"Trailer Park Boys\" actors",
+      "B. To contrast the fictional conflicts in \"Looper\" with the real-life camaraderie in \"Trailer Park Boys\" scenes",
+      "C. To highlight how the actors' real-life controversies (e.g., arrest) blur with their fictional personas across projects",
+      "D. To provide behind-the-scenes footage of \"Looper\" filmed at the \"Trailer Park Boys\" set"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Wznd1nIw74M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 5,
+    "problem": "Based on the video, which team is most likely the home team, and what key details support this conclusion?",
+    "options": [
+      "A. Team White (white jerseys, black/red goalie gear)",
+      "B. Team Red (red jerseys, black goalie)",
+      "C. Team Blue (blue jerseys, red/white goalie)",
+      "D. Team Black (black jerseys, no visible players)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/IsZ2dkquLVI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 6,
+    "problem": "What is the primary intention behind the creation of this video, based on the interactions and elements shown across all timestamps?",
+    "options": [
+      "A. To promote Lexus's new production model available for immediate purchase",
+      "B. To provide an expert review/analysis of the Lexus LS+ Concept car by CarAdvice",
+      "C. To advertise an upcoming autonomous driving technology partnership between Lexus and CarAdvice",
+      "D. To document a generic car show event without focusing on any specific brand"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/186O2SrBOQs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 7,
+    "problem": "What is the man in the blue shirt's primary role in the gym, based on his interactions, equipment usage, and recurring presence across timestamps?",
+    "options": [
+      "A. A gym member casually working out alone",
+      "B. A personal trainer guiding others' exercises",
+      "C. A maintenance staff member organizing equipment",
+      "D. A new member learning exercises from others"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/5xM3HHUCZdQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 8,
+    "problem": "Based on the video, what is the most likely reason the armor vests for Zambo troops remain in the warehouse despite multiple procurement efforts?",
+    "options": [
+      "A. The soldiers refused to use UM-Merkata vests due to quality concerns.",
+      "B. UM-Merkata prioritized fulfilling the 2013 contract for 44,000 vests over earlier deliveries.",
+      "C. The army’s direct purchase of 1,000 vests overlapped with UM-Merkata’s contracts, causing redundancy.",
+      "D. Christopher Manaluz redirected the vests to Stone of David Tactical for private sales."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/-a34tO5OKjY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 9,
+    "problem": "What is the primary purpose of the video described in the video, based on the combination of scenes, text, and personnel featured?",
+    "options": [
+      "A. A trailer for *Harry Potter and the Deathly Hallows: Part 1* focusing on Hermione’s role",
+      "B. A retrospective featurette celebrating the entire *Harry Potter* film series",
+      "C. A behind-the-scenes promotional video for *Harry Potter and the Deathly Hallows* films (Parts 1 and 2)",
+      "D. A director’s commentary for *Harry Potter and the Goblet of Fire*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/qj4cQh7pZVI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 10,
+    "problem": "What is the primary intention behind the sequence of scenes showing octopus preparation, grilling, and the interactions between the two men in the backyard?",
+    "options": [
+      "A. To demonstrate advanced cooking techniques for seafood",
+      "B. To advertise Fogo Premium Hardwood Lump Charcoal through a narrative of meal preparation and social engagement",
+      "C. To document a casual backyard barbecue between friends",
+      "D. To highlight the health benefits of outdoor grilling"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dDXxzGW3r4w.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 11,
+    "problem": "What is the most likely underlying intention or goal of the video creators, as inferred from the progression of scenes and logos?",
+    "options": [
+      "C. To provide a satirical critique of media sensationalism in disaster reporting",
+      "A. To document environmental damage caused by underwater nuclear testing",
+      "B. To celebrate international cooperation in space exploration technology",
+      "D. To report on North Korea’s military advancements and nuclear capabilities with corroborating visual evidence"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/mdj9LBPkEhQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 12,
+    "problem": "Based on the parade's thematic elements and broadcast context, what is the **primary intention** behind this community event?",
+    "options": [
+      "A. Celebrating Independence Day with military displays",
+      "B. Honoring living veterans during Veterans Day",
+      "C. Memorializing fallen soldiers during Memorial Day",
+      "D. Commemorating the Korean War armistice anniversary"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_HYAs0PK8fk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 13,
+    "problem": "Why might the news broadcast featuring Amanda Valdes in San Luis Obispo raise suspicions about the authenticity of its \"LIVE\" labeling, despite the visible \"LIVE\" text on screen?",
+    "options": [
+      "A. The temperature fluctuates inconsistently between segments.",
+      "B. Amanda Valdes’ outfit changes abruptly mid-broadcast.",
+      "C. The same outdoor segment with identical time, temperature, and location is repeated across different timestamps.",
+      "D. The studio anchor’s microphone malfunctions during the broadcast."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/JHyAEFQCb-4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 14,
+    "problem": "Which of the following in-game objectives most likely belongs to a different mainline *Assassin's Creed* title than the others, based on environmental clues, character relationships, and mission structures described?",
+    "options": [
+      "A. Escort Barnabas through Kapostus Bay",
+      "B. Free the ship captain in Kapostus Bay",
+      "C. Complete the \"Pharaoh's Mask\" quest in a temple",
+      "D. Kill the Cyclops and his men in Kiln Bay"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/derWokOp5C4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 15,
+    "problem": "What is the **primary intention** behind combining footage of Wally Vu (\"The Plant Based Cod\") showcasing plant-based seafood with scenes from Crossroads Kitchen, given the recurring elements in the video?",
+    "options": [
+      "A. To compare the quality of Wally Vu’s homemade plant-based seafood with Crossroads’ traditional dishes.",
+      "B. To highlight Crossroads Kitchen’s collaboration with Wally Vu to promote sustainable, plant-based seafood alternatives.",
+      "C. To critique the lack of creativity in plant-based dishes at mainstream restaurants like Crossroads.",
+      "D. To demonstrate Wally Vu’s cooking techniques for plant-based seafood in a home kitchen versus a professional one."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2EgI6VbugFA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 16,
+    "problem": "What is the primary goal of the video, based on the contextual clues and recurring elements in the video?",
+    "options": [
+      "A. Demonstrating how to use workshop tools for bicycle repairs",
+      "B. Evaluating and presenting the best cycling tech products of the year",
+      "C. Promoting the GCN brand through casual workshop discussions",
+      "D. Reviewing the specific features of the ENVE Carbon Road Hub"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dI3W7IcJXEI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 17,
+    "problem": "What is the woman’s most likely overarching goal or intention based on the sequence of activities depicted in the video?",
+    "options": [
+      "A. To sell handmade leather goods and floral arrangements at a local market",
+      "B. To create a tutorial or promotional content for her DIY craft blog/social media",
+      "C. To prepare for a themed photoshoot emphasizing 1960s counterculture aesthetics",
+      "D. To practice mindfulness through repetitive crafting activities like braiding and flower arrangement"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0ImeVjLxnSo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 18,
+    "problem": "Based on the video's content, what was the primary intention of the protesters holding \"Bernie\" signs and \"#unite\" banners at the Democratic National Convention (DNC) during the event timeline?",
+    "options": [
+      "C. To reject Hillary Clinton's nomination in favor of Bernie Sanders",
+      "A. To demand stricter immigration policies",
+      "B. To oppose the DNC's efforts to unify the party under a single candidate",
+      "D. To encourage voting for third-party candidates as an alternative"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/DkIE2Ck8Tuc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 19,
+    "problem": "What is the man's primary goal or intention based on his actions and contextual clues throughout the video?",
+    "options": [
+      "A. Promoting a keto-friendly recipe website",
+      "B. Demonstrating general cooking techniques for beginners",
+      "C. Advertising a new line of \"Know Foods\" kitchen appliances",
+      "D. Advocating for organic food consumption"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/dD51GzQJRmo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 20,
+    "problem": "What is the primary intention behind the video's structure and content, as inferred from the sequence of video frames?",
+    "options": [
+      "A. To document a fictional political drama set during the Cold War era.",
+      "B. To serve as a propaganda piece promoting U.S. military involvement in Vietnam.",
+      "C. To provide a historical newsreel covering diplomatic changes and their strategic implications during the Vietnam War.",
+      "D. The video’s intention is to report on real diplomatic shifts and their strategic context, consistent with historical newsreels of the era."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/EGIAAgHPsqQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 21,
+    "problem": "What is the man’s **primary intention** across the video, based on the progression of his actions, environment changes, and contextual cues?",
+    "options": [
+      "A. Hosting a live stream reviewing computer hardware",
+      "B. Collaborating with a colleague to build a custom PC for a client",
+      "C. Creating a detailed tutorial video about assembling and troubleshooting computer components",
+      "D. Preparing for a gaming event by testing multiple computer setups"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/MUybRu_JXJY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 22,
+    "problem": "What is the individual's primary goal based on their interactions with the environment, and how does their final action (purchasing coffee) relate to this goal?",
+    "options": [
+      "A. They are a tourist exploring the city and need coffee after a long day of sightseeing.",
+      "B. They are staying at the capsule hotel and need coffee due to inadequate sleep in their pod.",
+      "C. They are a commuter using the train station lockers and grabbing coffee before work.",
+      "D. They are delivering a Mother's Day gift and need coffee while waiting for their contact."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8E80A8-KKSY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 23,
+    "problem": "Based on the video's content, what is the most logical sequence of actions and tools the creators are demonstrating to solve the problem of removing old paint from deck board gaps, and why?",
+    "options": [
+      "A. Use a scoring knife to mark gaps → Employ a circular saw with the Saw Guide → Wear eye protection.",
+      "B. Score filled gaps with the HDX scoring knife → Use the Saw Guide with a reciprocating saw and Sawzall blade → Follow safety protocols (goggles/hearing protection).",
+      "C. Apply a Milwaukee jigsaw blade directly → Cut gaps freehand with a circular saw → Use no safety gear.",
+      "D. Measure gaps with a tape measure → Chisel out paint manually → Use the scoring knife as a wedge."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/YlZznuFGWEI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 24,
+    "problem": "What is the man's primary intention in the video, based on his actions and contextual clues across different timestamps?",
+    "options": [
+      "A. Promoting a new Porsche model for a dealership",
+      "B. Creating a car review video for a comparison website",
+      "C. Demonstrating personal modifications to his Porsche",
+      "D. Filming a scene for a movie involving a car chase"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/NYifTXGwCOM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 25,
+    "problem": "What is the primary goal of the video segment hosted by Donald Bell, as inferred from the sequence of video frames?",
+    "options": [
+      "A. To promote the LG G2 as the best alternative to the iPhone 5S",
+      "B. To review the HTC One’s camera capabilities in urban environments",
+      "C. To compare the Samsung Galaxy Note 3 with the Motorola Droid Maxx",
+      "D. To present a \"Top 5\" list of iPhone 5S alternatives, featuring multiple devices"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/YEnnt96mzi4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 26,
+    "problem": "What is the man in the green shirt's primary role and the overarching purpose of the event, based on the progression of scenes from the formal gathering to the car spectacle?",
+    "options": [
+      "A. A participant in a charity rally promoting road safety, with police coordination",
+      "B. A celebrity host of the Gumball 3000 rally kickoff event at the Grand Hotel",
+      "C. A police officer managing crowds during a luxury car exhibition",
+      "D. A corporate spokesperson launching a new sports car brand"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/erCCIZLOnVI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 27,
+    "problem": "Based on the evolving scenes and character details, what is the **primary intention** behind the recurring appearances of the men in suits with inconsistent attire and props across multiple timestamps?",
+    "options": [
+      "A. Demonstrating typical urban commuting patterns",
+      "B. Filming a surreal comedy sketch for a YouTube channel",
+      "C. Advertising a clothing brand's new \"business casual\" line",
+      "D. Organizing a public protest against corporate dress codes"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/G2W6C2qnzSU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 28,
+    "problem": "What is the man's most likely primary goal or intention throughout the video, based on contextual and environmental clues?",
+    "options": [
+      "A. Promoting his personal garage organization business",
+      "B. Demonstrating car maintenance techniques for a DIY audience",
+      "C. Hosting a segment comparing luxury car brand emblems for a review show",
+      "D. Preparing for a cross-country road trip featuring multiple vehicle models"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/BmvQ_AhEAp4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 29,
+    "problem": "Based on the video's thematic elements and the protagonists' activities, which pair most accurately reflects Erika Larsen's and Heather Greenwood Davis's **primary intentions** in New Zealand, as inferred from their distinct professional roles and the settings they are shown in?",
+    "options": [
+      "A. Erika aims to document New Zealand’s adventure tourism; Heather seeks solitude for philosophical writing.",
+      "B. Erika seeks to capture the interplay of natural beauty and human emotion; Heather focuses on cultural exchange and communal traditions.",
+      "C. Erika wants to promote marine conservation; Heather researches historical landmarks.",
+      "D. Erika explores urban development; Heather studies indigenous art forms."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/1Evj5XMTWEo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 30,
+    "problem": "What is the man's overarching intention across the video scenes, as inferred from the progression of settings, interactions, and textual clues?",
+    "options": [
+      "A. Hosting a casual meetup for friends at a bar",
+      "B. Promoting a product or service linked to the \"Domain.com\" promo code",
+      "C. Documenting street art and murals in urban environments",
+      "D. Demonstrating baking techniques in a home kitchen"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4mqO4gaQBfY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 31,
+    "problem": "What is the craftsman's primary intention demonstrated through his sequential actions involving the StewMac Radius Sanding Block, Understring Radius Gauge, and branded tools throughout the video?",
+    "options": [
+      "A. To repair a damaged guitar bridge",
+      "B. To customize string spacing for unique playability preferences",
+      "C. To teach viewers basic guitar maintenance techniques",
+      "D. To demonstrate professional setup tools' effectiveness for guitar optimization"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/4-kuDpm5StU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 32,
+    "problem": "What is the most likely primary goal or intention of the individuals depicted in the video, based on the progression of events and contextual clues?",
+    "options": [
+      "A. Documenting urban nightlife for a photography project",
+      "B. - The NOS Energy Drink branding (0:03:00–0:03:30) and recurring luxury cars strongly support C as the goal.",
+      "C. Attending or participating in a late-night luxury car meetup or promotional event",
+      "D. Evading surveillance while conducting an illegal activity"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_dncs2stX-w.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 33,
+    "problem": "What is the primary intention behind the video's content based on the recurring elements and progression of scenes depicted in the video?",
+    "options": [
+      "A. To showcase the culinary expertise of the restaurant chefs and promote their dishes.",
+      "B. To document a personal social outing focused on the woman’s interactions and experiences in the restaurant.",
+      "C. To advertise the restaurant’s location and ambiance as a tourist destination.",
+      "D. To promote the social media presence of the creator or subject (\"@dejashu\") through a curated narrative of the dining experience."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/6Q-UeuliYpk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 34,
+    "problem": "What is the primary intention of the video, based on the recurring elements and thematic shifts observed across the timestamps?",
+    "options": [
+      "A. To promote a YouTube channel by showcasing diverse content genres (e.g., nature, social commentary, humor) and encouraging subscriptions.",
+      "B. To document a travel vlog exploring national parks and geological landmarks like the Grand Prismatic Spring.",
+      "C. To critique societal issues like drug trafficking and political power dynamics using symbolic imagery (e.g., White House, drones).",
+      "D. To present a documentary on the intersection of technology (e.g., drones) and wildlife conservation (e.g., bighorn sheep)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/LdvJ591PyrQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 35,
+    "problem": "What is the primary intention behind the video's structure, which transitions from showcasing the Nissan Gripz concept car to displaying AutoGuide.com branding and calls to action like \"Subscribe\" and \"Get the Full Review\"?",
+    "options": [
+      "A. To emphasize Nissan’s dominance in automotive innovation",
+      "B. To drive traffic to AutoGuide.com for detailed car reviews",
+      "C. To highlight Craig Cole’s role as a presenter at the Frankfurt Motor Show",
+      "D. To promote the 2015 Frankfurt Motor Show as a premier industry event"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/LyX5yW9m9jM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 36,
+    "problem": "What is the primary intention behind including footage from both the press conference (0:00:00-0:00:10) and the concert performances (0:00:10-0:00:40) in the video?",
+    "options": [
+      "A. To highlight Katy Perry’s evolving fashion choices during her career.",
+      "B. To promote her partnership with Pepsi as part of a sponsorship campaign.",
+      "C. To advertise her documentary film *Katy Perry: Part of Me* by contrasting promotional events with concert highlights.",
+      "D. To emphasize the patriotic themes in her *Part of Me* album through staged performances."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/MpAEfzf3Hk0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 37,
+    "problem": "What was the **primary strategic intention** behind major retailers like Walmart and Amazon deciding to stop selling Confederate merchandise, as discussed in the Bloomberg news segments?",
+    "options": [
+      "A. To comply with new federal regulations banning Confederate symbols.",
+      "B. To distance their brands from associations with racial violence after the Dylann Roof church massacre.",
+      "C. To reduce inventory costs by eliminating low-selling products.",
+      "D. To align with political lobbying efforts by Southern state governments."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/f3Y142xBeko.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 38,
+    "problem": "The video transitions between various scenes of urban life in China. What is the creator's primary intention in juxtaposing the traditional Mahjong game (0:01:40-0:01:50) with the modern construction site (0:02:10-0:02:20) and the vibrant street food culture (0:04:50-0:05:00), while also including the decaying building (0:02:00-0:02:10)?",
+    "options": [
+      "A. To emphasize China's complete abandonment of historical architecture in favor of modern development.",
+      "B. To critique the overcrowding and chaotic energy of urban Chinese markets.",
+      "C. To showcase the coexistence of cultural tradition, dynamic modernization, and cyclical urban renewal.",
+      "D. To highlight the dangers of neglecting safety regulations in street food preparation."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/pKJC94acRiE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 39,
+    "problem": "What is the primary intention behind combining the scenes of historical naval battles, the \"BICENTENNIAL OF THE WAR OF 1812\" text, and the presidential proclamation overlay in the video?",
+    "options": [
+      "A. To promote modern naval technology advancements.",
+      "B. To commemorate the 200th anniversary of a historical conflict and emphasize national resilience.",
+      "C. To contrast historical and modern maritime travel.",
+      "D. To criticize military strategies used in the War of 1812."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/58pMwCBXyxQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 40,
+    "problem": "What is the primary intention behind combining the initial promotional segment (0:00:00-0:00:10) with the final logo segment (0:05:10-0:05:20) in the video, given the intervening content?",
+    "options": [
+      "A. To emphasize the company’s focus on artistic photography over floral distribution.",
+      "B. To create a cyclical structure that ties the diverse floral examples to a call-to-action for accessing detailed trend forecasts.",
+      "C. To contrast traditional floral arrangements with experimental designs.",
+      "D. To highlight the technical process of creating floral collages for marketing campaigns."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Z9j6Osc8zw4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 41,
+    "problem": "What is the most plausible primary intention of the man in the \"Jetsetter\" t-shirt and the woman in the leopard print top, based on their recurring actions and contextual clues throughout the video?",
+    "options": [
+      "A. Conducting market research for a food delivery startup",
+      "B. Documenting a street food travel experience for a vlog",
+      "C. Scouting locations for a restaurant franchise expansion",
+      "D. Raising awareness for local culinary heritage preservation"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/E-iu0DFngT0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 42,
+    "problem": "What is the primary intention of the man in the blue cap and yellow shirt regarding the ice cream truck across the video, and how does this connect to the broader narrative of \"ChuChu & Friends in Storytime Adventures\"?",
+    "options": [
+      "A. To sell ice cream as a one-time event to fund a school trip.",
+      "B. To use the ice cream truck as a promotional tool for the TV show by embedding storybook themes.",
+      "C. To prepare the truck for a surprise party at the rural barn seen later in the video.",
+      "D. To maintain a daily routine of delivering joy and fostering community interactions, aligning with the show’s playful, adventure-driven ethos."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/P5B0LjVS05s.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 43,
+    "problem": "What is the most likely reason the mother was charged, based on the interconnected details across the video segments?",
+    "options": [
+      "A. Child neglect due to abandonment in the park",
+      "B. Physical abuse indicated by the protective suits and police activity",
+      "C. Murder of her son, inferred from the memorial and court proceedings",
+      "D. Obstruction of justice related to the police investigation at the brick building"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/M9V3NtK-4nM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 44,
+    "problem": "Based on the video's evolving context and repeated visual cues, what is the woman's most likely overarching goal or intention throughout the scenes?",
+    "options": [
+      "A. To promote her custom apparel merchandise and YouTube channel",
+      "B. To document a casual vlog about her daily creative process",
+      "C. To announce a music album release with abstract themes",
+      "D. To demonstrate hands-free microphone techniques for content creators"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/EU3xftgBhU4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 45,
+    "problem": "In the context of the scenes described, what is the most likely narrative purpose of the glowing key (0:00:20-0:00:30) and its connection to the \"SUPER STRENGTH TEST 1\" sign (0:00:50-0:01:00), given the recurring appearances of superheroes and promotional content for a film platform?",
+    "options": [
+      "A. The key unlocks a hidden villain base, and the test sign is part of a training simulation for the superhero in the red suit.",
+      "B. The key is a mystical artifact that activates Shazam’s powers, and the test sign marks a public demonstration of his abilities to gain public trust.",
+      "C. The key grants access to a magical realm where the superhero team must prove their worth via strength tests, like the one shown in the snowy industrial area.",
+      "D. The key is a McGuffin distracting from the \"Don’t scream!\" scene, while the test sign is unrelated promotional material for Filmisnow trailers."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/2JbzvSvpdtE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 46,
+    "problem": "What is the most likely overarching goal of the video creator, based on the progression of scenes from architectural showcases to human activities in inverted positions, and finally to urban and futuristic settings?",
+    "options": [
+      "A. To promote a real estate company specializing in unique cliffside and hillside properties.",
+      "B. To document the cultural and architectural transformation of La Rotonda in El Alto, Bolivia.",
+      "C. To create an educational series on modern construction techniques for multi-story buildings.",
+      "D. To artistically explore the interplay between human creativity, architectural design, and surrealism in both natural and urban environments."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/MnFJTo3AVHI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 47,
+    "problem": "What is the creator's primary intention in creating this video, based on the progression of scenes and textual cues?",
+    "options": [
+      "A. To showcase the aesthetic appeal of a finished Totoro-themed bracelet.",
+      "B. To provide a step-by-step tutorial on crafting handmade charms for jewelry.",
+      "C. To promote a brand and encourage viewer engagement through a crafted narrative.",
+      "D. To highlight the precision tools required for intricate clay sculpting."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_RaKqKrDXW4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 48,
+    "problem": "What is the primary intention of the video creator in presenting the statistics about book and film engagement (4 read the book, 25 saw the film, 10 did both) alongside recurring references to \"The Princess and the Goblin\" and comparisons to other authors like Tolkien and Beagle?",
+    "options": [
+      "A. To promote the film adaptation of \"The Princess and the Goblin\" to a wider audience.",
+      "B. To contrast George MacDonald’s literary influence with that of later fantasy authors.",
+      "C. To highlight the commercial success of the film over the book’s niche readership.",
+      "D. To critique the film adaptation’s failure to preserve the book’s essence, leveraging comparative analysis of adaptation trends."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/g2BXEZSCod0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 49,
+    "problem": "Based on the progression of the game and the Bucks' strategic actions, what is the **primary intention** behind the Bucks' emphasis on high-percentage plays like dunks in the final minutes of the fourth quarter, despite already holding a significant lead?",
+    "options": [
+      "B. To minimize turnovers and guarantee scoring efficiency to secure the lead.",
+      "A. To exhaust the Pelicans' defensive stamina through physically demanding plays.",
+      "C. ##### From [0:00:30 to 0:00:40] and [0:02:30 to 0:02:40]:",
+      "D. To prioritize entertainment value for the crowd over tactical gameplay."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/NhG_Nap9-C8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 50,
+    "problem": "What is the most likely overarching purpose of the video, based on the interplay between its studio and football game segments?",
+    "options": [
+      "A. To promote the University of Florida’s athletic department",
+      "B. To provide live coverage of an NCAA football championship game",
+      "C. To present a news analysis segment exploring the context of a football game involving a university team",
+      "D. To advertise the C Spire telecommunications company’s partnership with college sports"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/PKxn9YzLJoo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 51,
+    "problem": "Based on the video, what was the host's primary intention in including the sudden transition from Chris Pratt's talk show segment (0:00:00-0:02:00) to the football celebration scene (0:02:00-0:02:50), and how does this relate to the later \"Wheel of Cheesy Duets\" segment (0:06:40-0:07:50)?",
+    "options": [
+      "A. To promote Chris Pratt’s upcoming role in a sports drama film",
+      "B. To create confusion as a comedic tactic before returning to the talk show format",
+      "C. To advertise ABC’s live sports programming during a game show break",
+      "D. To demonstrate Pratt’s versatility across ABC’s programming (talk show, sports event, and musical game show)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/nOJDSgUdbCg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 52,
+    "problem": "Based on the KMTV news broadcast segments, which 2016 presidential candidate's campaign goal is most directly aligned with the content of the RAND presentation discussed in the broadcast?",
+    "options": [
+      "A. Barack Obama",
+      "B. Rick Santorum",
+      "C. John Kasich",
+      "D. Janice Wagner"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/7WHI2L_FDNg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 53,
+    "problem": "What is the primary intention of the video, as inferred from the sequence of video frames?",
+    "options": [
+      "A. To promote a new music festival featuring live analog synthesizer performances.",
+      "B. To demonstrate the setup and use of the Omnisphere 2 software for amateur musicians.",
+      "C. To provide an in-depth review of the Genelec 8351A speaker's acoustic capabilities.",
+      "D. To showcase the August 2015 issue of *Sound On Sound* magazine and its featured content on music production technology."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/Fz6MN7XJTmw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 54,
+    "problem": "Based on the video's content, what is the **primary intention** of the man featured in multiple scenes (gray shirt, camera equipment)?",
+    "options": [
+      "A. Promote a new line of drone filters through before/after comparisons",
+      "B. Document a personal travel adventure in diverse landscapes",
+      "C. Create an educational tutorial about photography filter techniques",
+      "D. Produce an artistic film about human solitude in nature"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/rDWylXu7CDA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 55,
+    "problem": "What is the man's primary intention throughout the video, as inferred from the progression of activities and contextual clues?",
+    "options": [
+      "A. Creating an instructional video about urban planning in Stockholm",
+      "B. Producing an art exhibition featuring geometric sculptures",
+      "C. Preparing an educational mathematics video for a YouTube channel",
+      "D. Designing a travel guidebook with mathematical precision"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/GznQgTdEdI4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 56,
+    "problem": "What is the primary intention of the video based on the interplay of scenes and textual clues?",
+    "options": [
+      "D. Highlighting the technical complexity of airplane cockpits and pilot training protocols.",
+      "A. Documenting the successful emergency landing of Flight 516 on September 7, 2010, after equipment failure.",
+      "B. Promoting new aviation safety equipment to prevent mid-flight crises.",
+      "C. Depicting a fictional story about a pilot miraculously surviving a crash caused by a generator malfunction."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/lhlfw9IVygs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 57,
+    "problem": "What is the primary intention behind featuring \"Mom's first ride in a supra!\" and the repeated focus on the modified Toyota Supra with a blue engine in the TRC video?",
+    "options": [
+      "A. To promote TRC's sponsors (Manley Performance, Real Street Racing) by showcasing their products in action.",
+      "B. To document the car's technical modifications and performance testing for a racing build series.",
+      "C. To highlight street racing events on the Capital Beltway as part of TRC's event coverage.",
+      "D. To share a personal bonding experience between family members in a high-performance vehicle."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/D12DSr2SVfk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 58,
+    "problem": "What is the primary intention of the red double-decker bus labeled \"Railway Bus\" or \"BULGARY\" in positioning itself inside the tunnel (as seen at 0:00:30–0:00:40), based on its recurring appearances and interactions across the video?",
+    "options": [
+      "A. To avoid colliding with the green \"GW\" train approaching the tunnel.",
+      "B. To sabotage the railway system by blocking the tunnel, as part of a rivalry narrative hinted by \"The Story of Bulgy.\"",
+      "C. To wait for repairs to the orange bridge’s structural integrity before proceeding.",
+      "D. To pick up passengers from the rural farm area near the chickens (0:01:10–0:01:20)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4Q2VTBUJyak.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 59,
+    "problem": "The inclusion of explorers in specific gear within certain caves suggests the video aims to highlight human preparedness for diverse environmental challenges. Which cave's environmental conditions would necessitate the use of heat-resistant suits and breathing apparatus due to extreme temperature and humidity?",
+    "options": [
+      "D. Cave of Giant Crystals, Mexico (0:05:10-0:05:20)",
+      "A. Kamchatka Cave, Russia (0:00:30-0:00:40)",
+      "B. Sac Actun System, Mexico (0:01:20-0:01:30)",
+      "C. Eisriesenwelt Cave, Austria (0:03:20-0:03:30)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/3cuB7gcCTio.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 60,
+    "problem": "Based on the video content across all timestamps, what is Jason Biondo's most likely primary intention or goal during his presentation?",
+    "options": [
+      "A. To showcase his personal collection of sports memorabilia for entertainment value",
+      "B. To promote a New York Mets-related project or initiative under TPS",
+      "C. The focus on **action-oriented slogans** (\"Let’s Go Mets,\" \"Let’s Make History\") supports a promotional goal (Option B) over passive collection display (Option A) or abstract critique (Option D).",
+      "D. To critique modern sports culture using memorabilia as metaphors"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fltZQ73OqRs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 61,
+    "problem": "What is the primary intention of the events and scenes depicted in the video, based on the temporal progression and contextual clues?",
+    "options": [
+      "A. To celebrate Amanda Berry's safe return after a prolonged disappearance.",
+      "C. To publicize the arrest or identification of suspects linked to Amanda Berry's case.",
+      "B. To investigate a recent crime involving Amanda Berry through forensic analysis.",
+      "D. To commemorate Amanda Berry's life posthumously through community memorials."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/NXPaB9Mhacs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 62,
+    "problem": "Why did the organizers of the London Film and Comic Con likely schedule Jeremy Renner's signing event to begin at 1 PM, as indicated by the poster, while also displaying a large black car with \"ARRIVING 1PM\" text nearby?",
+    "options": [
+      "A. To create a dramatic entrance for Jeremy Renner using the car, funneling crowd attention to his signing area.",
+      "B. To split attendees between two unrelated attractions (the car exhibit and the signing), reducing congestion.",
+      "C. To prioritize the car exhibit as the main event before redirecting crowds to the signing later.",
+      "D. To synchronize the signing with a costume contest hosted by the Joker, maximizing foot traffic."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/ETWBSzZFl0Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 63,
+    "problem": "What is the woman's most likely overarching goal throughout the video, based on the progression of visual and thematic elements?",
+    "options": [
+      "A. Promoting a Maui travel agency's tropical vacation packages",
+      "B. Educating viewers about Polynesian mythology and cultural narratives",
+      "C. Advertising a new video game featuring Maui as a playable character",
+      "D. Advocating for environmental conservation of Pacific Island ecosystems"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/DkIWktzsSzA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 64,
+    "problem": "What is the primary intention behind the creation of the video, based on the recurring elements and contextual clues in the video?",
+    "options": [
+      "A. To promote the Amazon Fire Phone as a standalone product launch.",
+      "B. REASONS:",
+      "C. To document a single Amazon Device Event focused on smart home appliances like the Echo Dot and Smart Oven.",
+      "D. To review third-party products unrelated to Amazon’s ecosystem."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_czhNhBXOD0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 65,
+    "problem": "What is the primary intention behind Jean Machado's inclusion of the Twitter link mentioned in the video, based on the interplay between his stated goals and the video's content?",
+    "options": [
+      "A. To promote his social media presence for brand partnerships.",
+      "B. To ensure all viewers can access his Las Vegas World League competition content regardless of device.",
+      "C. To redirect viewers to a tutorial about Android vs. iPhone compatibility.",
+      "D. To discuss his training regimen for the competition with subscribers."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fE0LOM27PKY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 66,
+    "problem": "What is the young girl's most likely ultimate goal based on the sequence of her activities throughout the video?",
+    "options": [
+      "A. Creating a musical instrument from recycled materials",
+      "B. Designing a collage for a school project",
+      "C. Crafting a bird feeder to attract wildlife",
+      "D. Preparing a science experiment about viscosity"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/f127AtJtETo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 67,
+    "problem": "Based on the progression of the game, which strategic adjustment most likely enabled Rutgers to overcome Notre Dame's early 24-0 lead and secure a late-game advantage?",
+    "options": [
+      "A. Rutgers focused on fast breaks and transition offense to capitalize on Notre Dame's defensive lapses.",
+      "B. Rutgers implemented a zone defense to limit Notre Dame's inside scoring and forced turnovers.",
+      "C. Notre Dame's fatigue in the second half allowed Rutgers to dominate possession and scoring opportunities.",
+      "D. Rutgers prioritized three-point shooting to quickly close the point differential."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/j9B9HLobBzs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 68,
+    "problem": "What is the primary goal of the individuals featured in the video, based on their actions and contextual clues across all timestamps?",
+    "options": [
+      "A. To promote ecotourism in the Kodiak National Wildlife Refuge by showcasing scenic trails",
+      "B. To document the migratory patterns of seabirds using time-lapse photography",
+      "C. To study the breeding habits and conservation needs of the Kittlitz’s murrelet",
+      "D. ..\" and images of researchers kneeling on rocky terrain (e.g., 0:00:40–0:00:50) highlight the difficulty of locating nests, a critical step in studying breeding habits."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/k3bSYJj6knA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 69,
+    "problem": "What is Dr. James Fox's most likely overarching intention in the video, as inferred from the sequence of settings and the final advertisement?",
+    "options": [
+      "A. To showcase his personal art collection in historic houses.",
+      "B. To promote public access to cultural sites via the National Art Pass.",
+      "C. To document architectural styles of European gardens and museums.",
+      "D. To critique the curation practices of London museums."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/oMtaeizPkFs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 70,
+    "problem": "The video juxtaposes scenes from the movie *Cannonball Run* with news segments about cross-country driving records. What is the **primary intention** of including both the fictional race and conflicting news tickers referencing \"Cannonball Run\" records?",
+    "options": [
+      "A. To promote the movie *Cannonball Run* by associating it with real-world achievements.",
+      "B. To document the technical evolution of racing games and their realism over time.",
+      "C. To critique media sensationalism by highlighting contradictions in reported record times.",
+      "D. To compare fictionalized racing narratives with actual attempts to break endurance driving records."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/PL-LJKuxfCc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 71,
+    "problem": "What is the primary intention behind the video, as inferred from the recurring themes and events across the timestamps?",
+    "options": [
+      "A. To promote Grand Canyon University (GCU) as a leader in urban development projects.",
+      "B. To highlight GCU’s community service initiatives and partnerships under the \"United by Purpose\" framework.",
+      "C. To document a single day of campus activities at GCU, focusing on student life.",
+      "D. To advocate for a national social campaign about urban green spaces and architectural unity."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/YWsMvxHhzZQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 72,
+    "problem": "What is the primary intention behind the video's juxtaposition of human and cow maternal scenes along with the PETA slogan \"Not your mom? Not your milk\"?",
+    "options": [
+      "A. To promote breastfeeding by highlighting its emotional benefits.",
+      "B. To showcase modern dairy farming practices and animal care.",
+      "C. To advocate for veganism by equating human and animal maternal bonds.",
+      "D. To educate viewers about the natural behaviors of cows in maternal care."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/mVvAik4recM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 73,
+    "problem": "What is the creator's primary intention in compiling the video, as inferred from the sequence of actions and textual cues across the video?",
+    "options": [
+      "A. The structured warnings and series title suggest intentional irony, not mere documentation (Option D).",
+      "B. To promote a new line of kitchen appliances through product placement",
+      "C. To warn viewers about dangerous food preparation trends via ironic/absurd examples",
+      "D. To document a personal cooking challenge involving time-stamped microwave experiments"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/GlU1waMbF0Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 74,
+    "problem": "What is the woman’s primary intention throughout the video, as inferred from the sequence of her actions and interactions with the animals?",
+    "options": [
+      "A. 3. **Contrast with rodeo**: The abrupt shift to a rodeo with a different rider (0:09:20–0:09:40) negates Option D.",
+      "B. To perform routine maintenance and care for the animals",
+      "C. To demonstrate trust and bonding through consistent, calm interaction",
+      "D. To prepare the horse for a rodeo performance shown later"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/l4iVhzeegyk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 75,
+    "problem": "What is the man's primary intention or goal across the scenes shown in the video, based on the progression of his actions and contextual clues?",
+    "options": [
+      "A. To demonstrate advanced culinary techniques using unconventional tools",
+      "B. To test ergonomic wine-opening methods for a product review",
+      "C. To repurpose construction tools for home improvement projects",
+      "D. To prototype whimsical food/drink-related machines for entertainment"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/BPrRCVZFttg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 76,
+    "problem": "What was the primary goal of the bathroom renovation based on the evolving changes to the plumbing system and shower setup across multiple timestamps?",
+    "options": [
+      "A. To install a decorative glass door for aesthetic appeal",
+      "B. To implement a water-efficient dual-temperature control system",
+      "C. To create an open-concept shower without enclosure",
+      "D. To replace damaged tiles with mosaic patterns"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/MbMOGovnRdo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 77,
+    "problem": "Based on the video, what is the most likely reason the show alternates between displaying \"Talk of the Town\" and \"Talk Town\" in its branding while shifting between indoor/outdoor settings and varying participant attire?",
+    "options": [
+      "A. The show is filmed in separate episodes with distinct themes.",
+      "B. The show intentionally segments its format (e.g., studio interviews vs. community-focused field discussions).",
+      "C. The producers made a continuity error in titling and set design.",
+      "D. The different titles reflect competing versions of the show airing simultaneously."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/qICzdC0pCAg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 78,
+    "problem": "What is the primary goal or intention behind Izzy and Kaiden's activities throughout the video, based on their use of the \"HQ\" envelope, creative crafting tools, and the pink book?",
+    "options": [
+      "A. To complete a science experiment about dental anatomy",
+      "B. To prepare props for a game show challenge",
+      "C. To organize classroom supplies for a presentation",
+      "D. To practice origami for an art competition"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BoFGd2zPvpA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 79,
+    "problem": "What is the primary intention behind Ruby Golan's video, as inferred from the sequence of events and branding elements shown?",
+    "options": [
+      "A. To sell specific skincare products like Dermalogica and Australis.",
+      "B. To document a personal daily skincare and makeup routine.",
+      "C. To showcase Ruby’s expertise in preparing for a formal event through skincare, makeup, and styling.",
+      "D. To promote social media engagement by highlighting Ruby’s lifestyle."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/VJ1LhF0nGZc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 80,
+    "problem": "Based on the recurring elements and structural patterns in the video, what is the **primary intention** behind its design and content?",
+    "options": [
+      "A. Promote Rebecca Felgate's social media channels through collaborative content with other influencers.",
+      "B. Analyze the impact of Caitlyn Jenner and Michael Jackson on pop culture through documentary-style commentary.",
+      "C. Present a series of humorous or critical \"Top 10\" lists with dynamic visual aids and references to pop culture.",
+      "D. Review and critique specific episodes of TV shows like \"Freaky Friday\" and \"Mean Girls\" using audience feedback."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/PXorXI6lMRQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 81,
+    "problem": "The video transitions from a promotional graphic titled \"Why Your MLB Team Will Not Win the World Series\" (0:00:20–0:00:30) to segments showcasing specific teams like the Arizona Diamondbacks (0:00:40–0:00:50, pitching problems), Boston Red Sox (0:01:40–0:01:50, offensive regression), and Chicago Cubs (0:02:00–0:02:10, victory celebration). What is the **primary intention** behind compiling these contrasting team-specific moments in the video?",
+    "options": [
+      "A. To celebrate historic victories of underdog teams like the Cubs and Diamondbacks.",
+      "B. To analyze weaknesses of specific MLB teams that align with the video’s critical thesis.",
+      "C. To promote the YouTube channel by mixing celebratory highlights with controversial takes.",
+      "D. To highlight rivalries between teams like the Red Sox and Diamondbacks."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/iu3QbkhR5ME.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 82,
+    "problem": "What is the most likely overarching intention behind the video, based on the recurring elements and sequence of scenes described in the video?",
+    "options": [
+      "A. To promote a skateboarding YouTube channel through action compilations",
+      "B. To document a short film about urban exploration and solitude",
+      "C. To showcase a personal journey from indoor hobbies to winter adventures",
+      "D. To advertise streetwear brands using dynamic environments"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/0wM4B7DONu0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 83,
+    "problem": "What is the most likely overarching purpose of the video, based on the interplay of timestamps, locations, team references, and contextual clues?",
+    "options": [
+      "A. A documentary on the history of the University of Phoenix Stadium.",
+      "B. A retrospective analysis of how Super Bowl favorites performed in specific games.",
+      "C. A live broadcast of a casino event tied to sports betting.",
+      "D. A promotional piece for the New England Patriots' championship wins."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/XQWzGovK7xY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 84,
+    "problem": "What is the primary intention behind showcasing the iPhone 6S in the video?",
+    "options": [
+      "D. To promote a specific mobile game featured on the iPhone 6S.",
+      "A. To compare the aesthetic differences between the pink and gold iPhone 6S models.",
+      "B. To comprehensively review the iPhone 6S's new features and technical capabilities.",
+      "C. To demonstrate troubleshooting steps for common iPhone 6S software issues."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Y_sL3M5QBa4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 85,
+    "problem": "What is the primary intention of the news broadcast in presenting the interview with Peter Katsikis (Shadow Police Minister) followed by the assault statistics from 2011-12 to 2018-19?",
+    "options": [
+      "A. To praise local law enforcement for reducing assaults in Northbridge over time.",
+      "B. To criticize the current government's handling of crime by highlighting increasing assault statistics.",
+      "C. To show statistical support for the government’s recent success in lowering liquor-related violence.",
+      "D. To promote Peter Katsikis’s policies as a solution to urban traffic congestion."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/FyHyre4S5PA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 86,
+    "problem": "What is the primary intention behind the video, as inferred from the progression of images and contextual clues?",
+    "options": [
+      "A. A personal vlog documenting the woman’s daily makeup routine",
+      "B. A promotional campaign for a makeup brand with patriotic branding",
+      "C. A tutorial demonstrating advanced winged eyeliner techniques",
+      "D. A patriotic social commentary using makeup as a metaphor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/eFwdCvLj9C4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 87,
+    "problem": "What is the primary intention behind combining scenes from \"Supersonic,\" \"Bend It Like Beckham,\" and \"East is East\" with the initial BFI Player branding in the video?",
+    "options": [
+      "A. To promote a new TV series about British cultural history.",
+      "B. To advertise a music documentary focused on Oasis and Bonehead.",
+      "C. To showcase the diversity of films available on the BFI Player platform.",
+      "D. To highlight a sports event inspired by \"Bend It Like Beckham.\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/qlOxd3zwcxY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 88,
+    "problem": "What is the primary purpose of the video, as inferred from the interplay between the beauty-focused segments (0:00:00–0:04:30) and the kitchen preparation scenes (0:02:10–0:04:20)?",
+    "options": [
+      "A. A cooking tutorial demonstrating pet-friendly recipes using coconut oil and honey.",
+      "B. A beauty vlog showcasing DIY skincare products made from kitchen ingredients.",
+      "C. A lifestyle vlog about balancing pet care with home cooking.",
+      "D. A promotional video for a YouTube channel focused on interior design with floral themes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/G0C8RR7Ib7c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 89,
+    "problem": "Based on the detailed steps shown in the video, what is Sarah Carey most likely preparing as the final dish?",
+    "options": [
+      "A. Apple Pie",
+      "B. Vegetable Casserole",
+      "C. Spinach and Cheese Quiche",
+      "D. Chocolate Soufflé"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/HSNiOymczj0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 90,
+    "problem": "The video depicts multiple scenes involving statues, historical documents, and preservation efforts. Considering the label \"2957 AD\" on the Jesus statue (0:00:00–0:00:10) and other contextual clues, what is the **primary intention** behind the actions shown throughout the video?",
+    "options": [
+      "A. To document the decay of historical artifacts over time.",
+      "B. To prepare artifacts for a future time capsule or long-term preservation.",
+      "C. To stage a fictional narrative about time travel.",
+      "D. To promote a museum's new restoration techniques."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/aCAM9603mRE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 91,
+    "problem": "What is the primary lesson the \"BabyBus\" video aims to teach children through the sequence of the mouse’s actions and interactions with other characters?",
+    "options": [
+      "A. The importance of sharing toys with friends.",
+      "B. The consequences of eating candy without proper dental hygiene.",
+      "C. The value of reading books to learn new skills.",
+      "D. The need to respect authority figures like parents."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/emC-4nuzKNM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 92,
+    "problem": "Based on the video content, what is the **primary intention** behind the couple’s actions and the inclusion of McDonald’s Szechuan sauce, Vegemite, and explicit price comparisons between raw chicken and fast-food nuggets?",
+    "options": [
+      "A. To promote McDonald’s limited-time Szechuan sauce as a key ingredient in gourmet cooking.",
+      "B. To demonstrate how to replicate fast-food recipes at home using unconventional ingredients like Vegemite.",
+      "C. To critique the cost-effectiveness and nutritional value of fast food compared to homemade meals.",
+      "D. To showcase a meal-prep routine focused on Australian-themed dishes using Vegemite and spices."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/a7cd8iUk8kc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 93,
+    "problem": "What is the man's primary intention throughout the video, as inferred from contextual clues across multiple scenes?",
+    "options": [
+      "B. To present his creative project at the \"#CREATIVEMEETUP\" event",
+      "A. To document urban nightlife for a photography project",
+      "C. To promote Adobe Creative Cloud at a trade show booth",
+      "D. To resolve a personal task hinted at by the recurring message on his phone"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Je6as9vnAkk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 94,
+    "problem": "What is the primary intention of the video, based on the integration of its scenes and recurring elements?",
+    "options": [
+      "A. To advertise Ford trucks as the best choice for off-road driving",
+      "B. To promote Audible’s audiobook service through direct sponsorship",
+      "C. To showcase an episode of a car-focused entertainment or review show",
+      "D. To document a live performance by a musician in a garage setting"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/55jf23CdvhQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 95,
+    "problem": "What is the primary intention behind CGTN's coverage of Donald Trump's transition team and related political figures, as inferred from the sequence of video frames?",
+    "options": [
+      "A. To highlight Trump's foreign policy strategies with China.",
+      "B. To critique the transparency of cabinet confirmation processes.",
+      "C. To document the architectural achievements of US government buildings.",
+      "D. To promote bipartisan cooperation in the US Senate."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KyMHqGWMQR0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 96,
+    "problem": "What is the primary intention behind juxtaposing the comedic \"Roach Problems\" segments with the later tense social interactions (e.g., arguments, meeting someone's sister)?",
+    "options": [
+      "A. To contrast the simplicity of pest problems with the complexity of human relationships",
+      "B. To use roaches as a metaphor for persistent social awkwardness that erupts into conflict",
+      "C. To show how roach infestations literally cause relationship breakdowns in households",
+      "D. To demonstrate how humor diffuses tense social situations through absurd parallels"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2yeLAKi_-yU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 97,
+    "problem": "The video collage juxtaposes certain film scenes with their original novels. Which two works are paired in this way, requiring viewers to recognize both the cinematic and literary elements to identify the connection?",
+    "options": [
+      "A. *Jurassic Park* and *The Hateful Eight*",
+      "B. *Fight Club* and *My Sister’s Keeper*",
+      "C. *Jurassic Park* and *Fight Club*",
+      "D. *The Lord of the Rings* and *My Sister’s Keeper*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Pxb9LlDjMoc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 98,
+    "problem": "What is the man's primary intention throughout the video, based on the progression of tasks and contextual clues?",
+    "options": [
+      "D. Promoting his online channel or video series about car maintenance",
+      "A. Demonstrating personal car maintenance habits for self-satisfaction",
+      "B. Advertising specific cleaning products like WD-40 or Windex",
+      "C. Teaching a friend how to perform basic garage tasks"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/eB5NtttIkPE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 99,
+    "problem": "The recurring appearances of Chris Pratt in urgent scenarios involving dinosaurs, combined with settings like a futuristic tropical park and a control room, suggest that the primary intention of his character is most aligned with which of the following film premises?",
+    "options": [
+      "A. Protecting a futuristic city from alien invaders (Guardians of the Galaxy)",
+      "B. Surviving a genetically engineered dinosaur theme park gone wrong (Jurassic World)",
+      "C. Escaping a sentient AI-controlled simulation (Westworld)",
+      "D. Navigating a time-loop curse in a jungle (Jumanji: Welcome to the Jungle)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Px7GySrYBtw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 100,
+    "problem": "Based on the video segments, what is the most likely primary intention behind featuring Police Chief Bob Rich’s statement in the context of the car accident and the news broadcast’s visual cues?",
+    "options": [
+      "C. To criticize the city’s infrastructure for failing to handle routine traffic.",
+      "A. To announce a new traffic law targeting distracted driving during public events.",
+      "B. To provide updates on an accident possibly linked to increased traffic from a memorial event.",
+      "D. To promote a fundraising campaign for accident victims during Remembrance Day."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8ExHYadt6Ng.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 101,
+    "problem": "What is the primary intention behind the video's progression from showcasing intricate light displays and screen technologies to incorporating interactive elements and explicit calls to action like \"JOIN OUR GIVEAWAY\" and \"COMMENT THIS VIDEO\"?",
+    "options": [
+      "A. To demonstrate the technical specifications of various lighting products.",
+      "B. To create an immersive art exhibition focused on color theory.",
+      "C. To promote MOKA SFX products by illustrating their versatility in events, retail engagement, and audience interaction.",
+      "D. To document the evolution of digital art installations over a decade."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/L4_PnJpFylA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 102,
+    "problem": "What is the primary intention behind the changing images displayed on the large screen during the interview, and how does this relate to the broader context of the event?",
+    "options": [
+      "A. To distract the audience from technical flaws in the interview setup.",
+      "B. To demonstrate the visual capabilities of 4K resolution technology while thematically aligning with interview topics.",
+      "C. To obscure the identities of the interviewees for privacy reasons.",
+      "D. To test the interviewees' ability to focus amid visual distractions."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/M7_iuLogD3g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 103,
+    "problem": "What is the primary intention behind the video, based on recurring contextual clues across multiple timestamps?",
+    "options": [
+      "A. To provide an unbiased review of various helmet brands without promoting any specific retailer.",
+      "B. To demonstrate the technical process of manufacturing modular helmets.",
+      "C. To promote specific modular helmets available for purchase on RevZilla.com.",
+      "D. To compare safety features of modular helmets versus full-face helmets."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/4UkjD4Fo8nw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 104,
+    "problem": "What is the primary intention behind the video segments featuring the two men in the car, based on the interplay between their interactions, the car models discussed, and the overlay text?",
+    "options": [
+      "A. To promote the Tesla Autopilot 8.0 system by demonstrating its superiority over manual driving.",
+      "B. To review the Chevrolet Bolt’s technical specifications and compare them to gasoline-powered vehicles.",
+      "C. ",
+      "D. To educate viewers about lithium-ion battery projects unrelated to the cars shown."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/lyIhtm4K3KQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 105,
+    "problem": "",
+    "options": [
+      "A. vendor at the outdoor market is observed participating in multiple activities across different timestamps, including food preparation with branded equipment (0:00:00-0:00:10), serving tamales at a \"Mixteca Catering\" stand (0:04:10-0:04:20), and later filling out a \"Hacienda CDC Micro Mercantiles\" application form (0:02:20-0:02:30). What is the **primary goal** most consistent with the vendor’s actions and the broader context of the video?",
+      "A. Expanding a regional restaurant chain into new markets.",
+      "B. Promoting a newly invented green sauce product.",
+      "C. Participating in a community-supported micro-business program.",
+      "D. Fundraising for a local food festival."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/qLfy3XJSz1k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 106,
+    "problem": "What is the overarching goal or intention of the video, as inferred from the progression of segments and recurring visual/contextual elements?",
+    "options": [
+      "A. To promote a podcast network by demonstrating its diverse programming and production quality.",
+      "B. To contrast traditional news broadcasts (\"Majority Report\") with modern podcasting (\"Majority.fm\").",
+      "C. To highlight Domino’s Pizza’s pothole initiative as a primary news story.",
+      "D. To showcase the technical process of audio production across different media formats."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/2rn8qVxYB0s.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 107,
+    "problem": "What is the most likely overarching intention behind the creation of this video, based on recurring thematic and structural elements?",
+    "options": [
+      "A. To promote a crowdfunding campaign for an independent film",
+      "B. To demonstrate practical filmmaking techniques while integrating sponsor partnerships",
+      "C. To document the personal journey of a writer struggling with creative block",
+      "D. To advertise a new film editing software called \"FILM RIOT\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/MW9g8aMdmio.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 108,
+    "problem": "What is the primary intention behind including elements like the \"Fried-Onion Burger Oklahoma,\" the map titled \"THE BURGER BELT\" highlighting Texas and Oklahoma, and the \"Voyage to Germany\" illustration in the video?",
+    "options": [
+      "C. To showcase how regional culinary traditions influence burger variations.",
+      "A. To demonstrate the technical skills required to cook burgers in different styles.",
+      "B. To emphasize the importance of teamwork in creating complex recipes.",
+      "D. To highlight the personal preferences of the hosts for specific regional cuisines."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/cdvZC91YpMs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 109,
+    "problem": "Based on the video content described, what is the most likely primary intention behind creating this compilation of animated battle scenes from multiple series, and which entity is responsible for its production?",
+    "options": [
+      "A. A fan-made tribute celebrating iconic anime battles, independently edited by a hobbyist",
+      "B. An official promotional reel by Viz Media to cross-promote their licensed anime series",
+      "C. A critical analysis video essay by a film scholar comparing battle choreography across genres",
+      "D. A WatchMojo \"Top 10 Anime Battles\" countdown video designed to engage viewers and gain subscribers"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/8hu0D1qZqxc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 110,
+    "problem": "What is the man's primary goal or intention across the video segments, as inferred from the sequence of video frames?",
+    "options": [
+      "A. Leading a guided nature tour for tourists",
+      "B. Conducting a solo survival experiment in the wilderness",
+      "C. Filming a wildlife documentary or educational series",
+      "D. Conducting a biology lecture in an outdoor setting"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WqyKd894RW8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 111,
+    "problem": "What is Nancy Rolfesma's primary intention in structuring her video to include both symmetrical pattern drawing and sewing machine demonstrations?",
+    "options": [
+      "A. To showcase her personal jewelry and accessories as part of her brand.",
+      "B. To emphasize the importance of freehand creativity over structured quilting techniques.",
+      "C. To teach viewers how to translate geometric designs into precise quilt patterns.",
+      "D. "
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/_Gtjua_gS6Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 112,
+    "problem": "What was the primary political intention behind the events depicted in the video segments showing the \"Southern Sudan Referendum\" banner (0:01:50–0:02:00), the \"Welcome 193rd Country\" banner (0:00:30–0:00:40), and the interactions involving John Kerry and UN officials (0:01:10–0:01:20)?",
+    "options": [
+      "A. To announce a new UN humanitarian aid program for Sudan",
+      "B. To celebrate South Sudan’s independence and its admission as the UN’s 193rd member state",
+      "C. To negotiate a peace treaty between Sudan and a neighboring country",
+      "D. To document routine diplomatic visits by U.S. officials to African nations"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0yKvPsqOtT0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 113,
+    "problem": "What is the man's primary intention demonstrated across the video, based on the evolving contextual clues and objects?",
+    "options": [
+      "A. Promoting a personal brand named \"Ray\" through symbolic props",
+      "B. Teaching cardistry techniques using a structured tutorial format",
+      "C. Performing a scripted magic show with narrative twists",
+      "D. Demonstrating improvised card magic tricks while engaging viewers"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/F51gzobnZMM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 114,
+    "problem": "What is the primary goal of the video's creator based on the progression of scenes and materials shown?",
+    "options": [
+      "A. To showcase a live ballet performance in an urban setting",
+      "B. To demonstrate the process of creating a handmade ballet tutu and related accessories",
+      "C. To promote a line of crafting supplies using vibrant visuals",
+      "D. To document the spontaneous creation of abstract art using mixed media"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fBcPV60bgvg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 115,
+    "problem": "What is the primary goal of the video, as inferred from the juxtaposition of scenes and credits?",
+    "options": [
+      "A. To promote tourism in desert landscapes featuring dinosaur fossils.",
+      "B. To educate viewers about paleontology by linking modern archaeological work with prehistoric life.",
+      "C. To dramatize a fictional story of explorers discovering living dinosaurs.",
+      "D. To document a survival guide for harsh desert expeditions."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ExLd43W6wCI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 116,
+    "problem": "What is the primary intention behind showcasing the various scenarios involving security checkpoints, facial recognition, and technology demonstrations throughout the video?",
+    "options": [
+      "A. To emphasize the inefficiency of traditional airport security systems.",
+      "B. To highlight privacy concerns related to public surveillance technologies.",
+      "C. To explore how facial recognition and security technologies are integrated across public, corporate, and retail environments.",
+      "D. To contrast older security methods (e.g., metal detectors) with newer biometric systems."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/B_Rpv9VAkOA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 117,
+    "problem": "What was the primary intention behind the activists' storming of the World Cup soccer field, as inferred from the interconnected scenes of courtroom trials, news segments, and political references in the video?",
+    "options": [
+      "A. To protest the commercialization of sports events",
+      "B. To stage a symbolic critique of Russian authoritarianism using the World Cup's global visibility",
+      "C. To oppose France's immigration policies by targeting a French cultural icon",
+      "D. To promote their punk band by gaining viral social media attention"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/YgpDucwJAqU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 118,
+    "problem": "Based on the video, what is the most likely reason the user searched for \"Los Angeles Lakers\" and \"Boston Red Sox\" but ultimately viewed Golden State Warriors vs. Cleveland Cavaliers NBA Finals tickets with promo code \"SWEAT1\"?",
+    "options": [
+      "B. They were influenced by a sports analytics show discussing the Warriors-Cavaliers 2018 Finals rivalry.",
+      "A. They wanted to compare ticket prices for historic NBA vs. MLB rivalries.",
+      "C. They confused the Lakers with the Warriors due to similar team colors.",
+      "D. They intended to resell Celtics tickets but found a better deal for the NBA Finals."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2RZWujs91pI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 119,
+    "problem": "In which scene is there a continuity error regarding a character's presence that conflicts with their established story arc in the Marvel Cinematic Universe (MCU)?",
+    "options": [
+      "A. 0:00:00-0:00:10 (Avengers: Infinity War forest battle with Hulk fighting alongside the Avengers)",
+      "B. 0:01:40-0:01:50 (Spider-Man holding Captain America’s shield in Captain America: Civil War)",
+      "C. 0:04:00-0:04:10 (Guardians of the Galaxy group standing in a spaceship)",
+      "D. 0:05:50-0:06:00 (Ultron attacking in Marvel Avengers: Battle for Earth video game)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/-88JF14wfNs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 120,
+    "problem": "What is the primary intention behind the sequence of product presentations and visual elements showcased in the video, based on the progression of video frames?",
+    "options": [
+      "A. To emphasize the technical specifications of individual products in isolation.",
+      "B. To highlight the superiority of the iPhone X over older models like the iPhone 8.",
+      "C. To demonstrate the integration of advanced hardware and user-centric software across Apple's ecosystem.",
+      "D. To prioritize fashion and aesthetic appeal over functional innovation."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/G_ccIdwYFMk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 121,
+    "problem": "What is the woman’s primary intention in creating this video, based on the progression of scenes and contextual clues?",
+    "options": [
+      "A. Demonstrate a family-friendly recipe to encourage viewers to follow her cooking channel",
+      "B. Teach her child basic cooking skills through hands-on activities",
+      "C. Promote specific kitchen appliances (e.g., stainless steel refrigerator, cast iron skillet)",
+      "D. Share casual family moments without a structured purpose"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/pZjIgWp-ITw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 122,
+    "problem": "In the promotional material for \"Ghost in the Shell,\" the woman in the white t-shirt with Italian text appears repeatedly in front of dynamic screens. What is her most likely role, and what broader intention does her presence serve?",
+    "options": [
+      "A. A fictional AI character from the movie, symbolizing the fusion of humanity and technology.",
+      "B. Rupert Sanders, the director, breaking the fourth wall to explain his creative vision.",
+      "C. Scarlett Johansson’s character \"Major,\" promoting the film in an in-universe context.",
+      "D. A presenter or host of the promotional content, emphasizing the film’s themes and ticket availability."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/6O6UBHheBWo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 123,
+    "problem": "What is the primary intention behind the video, as inferred from the interaction of elements across the video?",
+    "options": [
+      "A. To advertise the FLUO Music & Arts Festival using branded merchandise",
+      "B. To showcase Marco's ability to create customizable promotional products for clients",
+      "C. To promote the \"Relax & Unwind\" lifestyle through tropical-themed accessories",
+      "D. To explain the technical specifications of imprint areas on drawstring bags"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/YWS1kAecUGY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 124,
+    "problem": "What is the woman’s most likely overarching goal based on the progression of her actions and contextual clues across the video segments?",
+    "options": [
+      "A. Promoting a new line of chocolate products through a sponsored cooking tutorial",
+      "B. Filming an interactive YouTube-style series where she combines humor, audience engagement, and cooking/baking activities",
+      "C. Demonstrating a time-lapsed recipe for chocolate-covered strawberries to showcase her culinary skills",
+      "D. Conducting a social experiment about weekly routines using the days-of-the-week cards"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4R7xoVtxxhA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 125,
+    "problem": "What is the primary intention of the news broadcast, as inferred from the sequence of events and contextual clues across the timestamps?",
+    "options": [
+      "A. To promote a new crime-reporting hotline in Miami-Dade",
+      "B. To report on a routine city council meeting about urban development",
+      "C. To cover a criminal case involving a young man, with live updates from the courtroom and related evidence",
+      "D. To showcase architectural features of a modern building with the address \"1851\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/JQDUDw5HGso.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 126,
+    "problem": "Based on the video's contextual clues and recurring financial figures, what is Johnny Depp's **primary intention** behind prominently displaying \"$75 MILLION\" (0:01:00) in a casual setting, and how does this relate to his career strategy?",
+    "options": [
+      "A. To showcase his net worth from \"Edward Scissorhands\" ($650M box office) to attract indie film roles.",
+      "B. To leverage his past box office success (e.g., \"$650M\" at 0:00:20) as collateral for negotiating a higher salary in a future project.",
+      "C. To contrast his \"$35,000\" interview fee (0:07:00) with his luxury purchases like yachts (\"AMPH\" at 0:04:00).",
+      "D. To justify the \"$300,000\" Chevy Nova price (0:03:40) as part of a charity auction for tropical islands (0:01:20)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/lLadzg3OKOM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 127,
+    "problem": "What is the primary goal of the video, as inferred from the recurring elements and progression of scenes?",
+    "options": [
+      "A. To showcase the off-road capabilities of Subaru vehicles in extreme weather conditions",
+      "B. To advertise AutoNation’s inventory of hybrid SUVs, emphasizing Subaru and Nissan models",
+      "C. To compare the fuel efficiency of hybrid and non-hybrid SUVs using EPA ratings",
+      "D. To demonstrate advanced infotainment systems in modern cars like the Nissan Rogue"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/iOvSFflrids.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 128,
+    "problem": "What is the primary intention of the man in the \"Strike Force Energy\" shirt across the video, and how does his role evolve?",
+    "options": [
+      "A. Selling cars; he starts by showcasing vehicles but shifts to negotiating prices with customers.",
+      "B. Demonstrating a product; he begins by presenting a \"Sustle Solutions\" item and later applies it during maintenance.",
+      "C. Training new mechanics; he explains tools initially, then supervises others working on the black SUV.",
+      "D. Casual discussion; he chats about cars early on and later helps friends with unrelated tasks."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/IwpqkK64z80.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 129,
+    "problem": "What is the primary intention behind showcasing the white Nissan GT-R with the \"STILLEN\" license plate and the displayed GT-R Nismo N Attack Package components at the car show?",
+    "options": [
+      "B. To promote aftermarket performance upgrades and customization options",
+      "A. To advertise the car for immediate sale at a discounted price",
+      "C. To demonstrate a brand collaboration between Nissan and Stillen for factory-installed parts",
+      "D. \") are typical of aftermarket marketing to engage informed buyers, not to sell the car itself."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/GnUeBshDEUU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 130,
+    "problem": "Based on the video, which primary intention is demonstrated by Disney's promotion of \"It's Worth Changing Your Travel Plans For These 7 Disney Dining Experiences\" (0:00:30–0:00:40) in conjunction with the \"Eat to the Beat Concert Series\" schedule (0:04:10–0:04:20) and the Epcot International Food & Wine Festival dates (0:00:40–0:00:50)?",
+    "options": [
+      "A. To upsell premium dining packages during off-peak seasons",
+      "B. To create urgency for guests to align their visits with time-sensitive events",
+      "C. To reduce crowd congestion by spreading attendance across multiple festivals",
+      "D. To highlight budget-friendly options for families"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Nxxvte3TtlY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 131,
+    "problem": "Considering the recurring presence of \"The Insider\" logo and overlapping network branding across the video segments, what is the *primary intention* behind the structure of this video?",
+    "options": [
+      "C. A news report by ABC critiquing \"Scandal\" using footage from \"The Insider\"",
+      "A. A promotional teaser for a crossover episode between \"Scandal\" and \"The Insider\"",
+      "B. A behind-the-scenes special produced by \"The Insider\" featuring clips and interviews related to \"Scandal\"",
+      "D. A standalone episode of \"Scandal\" edited to include meta-commentary via \"The Insider\" branding"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/PmQPok2XCl4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 132,
+    "problem": "Based on the interconnected critiques embedded in the video, what is the **primary narrative purpose** of the recurring \"TV Sin Counter\" and its associated commentary throughout the scenes?",
+    "options": [
+      "A. To track Batman's canonical appearances in prequel timelines",
+      "B. To mock the show's contrived writing choices and internal inconsistencies",
+      "C. To count Jim Gordon's ethical violations as a morally gray protagonist",
+      "D. To highlight Gotham City's architectural design flaws"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2GX0Hj4dIsg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 133,
+    "problem": "The producers of \"Dancing with the Stars\" (DWTS) included a segment featuring \"James' Near-Death Experience\" (JNDE) during their broadcast. What is the **primary intention** behind this editorial decision, based on contextual clues across the video segments?",
+    "options": [
+      "C. The inclusion of JNDE’s logo and themes during DWTS segments implies intentional cross-promotion rather than incidental coverage.",
+      "A. To distract viewers from a technical error in the DWTS live performance.",
+      "B. To cross-promote JNDE as a new ABC show airing on the same network, leveraging DWTS’s audience.",
+      "D. To honor James, a DWTS contestant who survived a real-life racing accident."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/FUaQG0_w-hg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 134,
+    "problem": "What is the most likely overarching goal of the video creator, based on the progression of scenes and their structural choices?",
+    "options": [
+      "A. Promoting a travel agency offering adventure tours",
+      "B. Advertising a food delivery app with diverse culinary options",
+      "C. Documenting a personal day exploring urban and natural landscapes",
+      "D. Encouraging subscriptions to a channel featuring adventurous activities"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/Jo58V66wM8I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 135,
+    "problem": "What is the most likely primary purpose of the video featuring the blue Ford Transit Custom van, based on the recurring contextual clues and inferred intentions?",
+    "options": [
+      "A. A commercial advertisement for Ford Transit vans",
+      "B. A road test review by AutoTrader’s editorial team",
+      "C. A safety demonstration for industrial vehicle operations",
+      "D. A documentary about urban delivery logistics"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Jkat1U9SVgI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 136,
+    "problem": "What is the host's primary intention in structuring the show's segments from 0:00:00 to 0:09:40, as inferred from the recurring thematic and contextual clues across the timestamps?",
+    "options": [
+      "A. To showcase the technical challenges of filming in urban environments versus tropical jungles",
+      "B. To create a seamless transition between casual talk-show banter and a promotional interview for \"Kong: Skull Island\"",
+      "C. Reilly and Tom Hiddleston appear (0:02:40-0:03:00), indicating promotional intent.",
+      "D. To critique the overuse of CGI in modern cinema using \"Kong: Skull Island\" as an example"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/aSuYeieXoYg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 137,
+    "problem": "What is the primary intention behind Consumer Reports including segments showing the Buick Enclave in snowy conditions, displaying the \"15 mpg overall\" text, and highlighting the IntelliLink system in the video?",
+    "options": [
+      "A. To criticize the vehicle's fuel inefficiency in winter weather.",
+      "B. To demonstrate the car’s infotainment system without addressing performance.",
+      "C. To provide a comprehensive evaluation of the vehicle’s technology, fuel efficiency, and all-weather capability.",
+      "D. To compare the Enclave’s interior design with competitors’ models."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/fS6c00aymss.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 138,
+    "problem": "Based on the video, what is the cyclist's **primary intention** when comparing the DURA-ACE C40 and C60 wheels during the scene at Coll de Rates?",
+    "options": [
+      "B. To explain how wheel choice optimizes performance for climbs with moderate gradients.",
+      "A. To demonstrate how wheel size affects speed on flat terrain.",
+      "C. To showcase a repair technique for switching wheels during a race.",
+      "D. To promote a cycling event sponsored by Trek and GCN."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/lC4OoBp_teg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 139,
+    "problem": "Based on the video's recurring elements and scene progression, what is the most likely primary intention of the person/team behind the video?",
+    "options": [
+      "A. Documenting a single dog's daily exercise routine for health tracking",
+      "B. Training multiple dogs for competitive agility events",
+      "C. Creating promotional content for an animal shelter adoption campaign",
+      "D. Producing engaging material for a dog-centered YouTube channel or series"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/PjDw1A8KaYc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 140,
+    "problem": "What is the man's most likely primary intention throughout the video, based on the progression of scenes and contextual clues?",
+    "options": [
+      "A. Documenting a personal winter adventure for a travel vlog",
+      "B. While the man uses a camera early on, the later focus on vehicles—not filmmaking techniques—eliminates Option D.",
+      "C. Creating promotional content for a specific ATV/snowmobile brand",
+      "D. Demonstrating camera operation techniques in extreme conditions"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/2OZnj5b73d0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 141,
+    "problem": "What is the primary goal of the video based on the integration of its segments from 0:00:00 to 0:05:50?",
+    "options": [
+      "A. Promote Tire Rack’s latest tire models through standalone advertisements",
+      "B. Review the performance and features of the 2013 Scion FR-S/Toyota 86 in a MotorWeek episode",
+      "C. Compare Tire Rack’s tires to competitors’ products using the Scion FR-S as a test vehicle",
+      "D. Educate viewers about environmental impact and fuel efficiency across multiple car models"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/MbLEmqyRM_U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 142,
+    "problem": "What is the **primary intention** of the news broadcast segments described in the video, based on the interplay of visual and contextual clues across multiple timestamps?",
+    "options": [
+      "A. To advocate for increased military spending in response to the Syria troop withdrawal",
+      "B. To document a political protest organized by Moore Elementary students",
+      "C. To showcase a holiday-themed charitable initiative for children in need",
+      "D. To promote a new educational program involving toys and books"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/K0OXx-cV2uM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 143,
+    "problem": "What is the primary intention of the news broadcast as inferred from the sequence of segments shown?",
+    "options": [
+      "A. To exclusively promote all-wheel drive vehicles as the ultimate solution for winter driving.",
+      "B. To emphasize the inherent dangers of winter driving without offering practical solutions.",
+      "C. To compare the effectiveness of all-wheel drive systems with winter tires.",
+      "D. ##### Cross-segment analysis:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/e-A75nJwqWc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 144,
+    "problem": "What is the primary intention behind CCTV America’s coverage of Premier Li Keqiang’s activities in Peru, as depicted in the video segments?",
+    "options": [
+      "A. To promote tourism between China and Latin America by highlighting Peru’s ancient culture.",
+      "B. To critique U.S. foreign policy in Latin America by contrasting it with China’s diplomatic efforts.",
+      "C. To emphasize China’s commitment to strengthening diplomatic and cultural ties with Latin America.",
+      "D. To document internal political debates within Peru regarding its relationship with China."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/d9Qxs19v-ew.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 145,
+    "problem": "What is the primary intent of the video creator based on the progression of scenes and design elements across all timestamps?",
+    "options": [
+      "A. To promote a new video game console (Nintendo GameCube)",
+      "B. To demonstrate gameplay mechanics of a first-person shooter game",
+      "C. To advertise a YouTube channel specializing in nostalgic gaming content",
+      "D. To showcase a logo design service for barbecue brands"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/3ifnCoApdO0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 146,
+    "problem": "What is the primary purpose of the video, based on the recurring elements and interactions observed throughout the video?",
+    "options": [
+      "A. To promote *The Walking Dead* TV show through themed product collaborations.",
+      "B. To demonstrate the manufacturing process of Zero Tolerance Knives in a factory.",
+      "C. To document a casual social gathering of friends discussing unrelated hobbies.",
+      "D. To showcase retail products and promote BladeHQ’s YouTube channel."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/YLprcTm880A.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 147,
+    "problem": "What is the creator's primary intention in this video, as inferred from the sequence of scenes and video frames?",
+    "options": [
+      "A. But this requires the test-taker to weigh the content versus the promotional elements. Another angle: the presence of the channel's branding (\"My Virgin Kitchen\") and calls to action are part of the video's structure to build the channel's audience, which is a primary intention for content creators. However, the main content is the recipe. So the answer is A. But maybe the video's inclusion of multiple elements (two recipes?) complicates this."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/_fVBtGc-WeI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 148,
+    "problem": "Based on the interactions and settings depicted across the timestamps, what is Gru’s **primary underlying intention** that connects his actions in the bedroom, submarine, and laboratory scenes, and how do these scenes contribute to a larger goal?",
+    "options": [
+      "C. To protect his family from an external threat by scouting locations (suburban chase), securing resources (lab), and strategizing (bedroom).",
+      "B. ",
+      "A. To reconcile with Lucy after a disagreement, using quiet moments and collaborative missions to rebuild trust.",
+      "D. To test experimental technology (green lamp, submarine, lab tools) for a future invention with Lucy’s assistance."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4W1SAHEEiZo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 149,
+    "problem": "Why does the fox ultimately decide to stop his \"mean game\" towards the crane?",
+    "options": [
+      "A. The crane retaliates by tricking the fox with an impossible task involving tall jugs.",
+      "B. The fox feels immediate guilt after seeing the crane struggle with the shallow plates.",
+      "C. The crane responds to the trick with sarcasm but later demonstrates unexpected kindness, surprising the fox.",
+      "D. The fox loses interest in pranks after the crane admits defeat."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/BrRLKMbBTYQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 150,
+    "problem": "Based on the video's progression of cooking actions and ingredient usage, why did the cook most likely add cumin seeds to ghee in the early stages of preparation (before vegetables and rice) rather than later?",
+    "options": [
+      "A. To preserve their crunchy texture in the final dish",
+      "B. To enhance the visual contrast between spices and vegetables",
+      "C. To maximize flavor extraction through fat-soluble compound release",
+      "D. To reduce the cooking time required for the sprouts and lentils"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/H8hGIhBoZ4c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 151,
+    "problem": "The video collages include elements from both Disney and 20th Century Fox productions. Based on the recurring characters and narrative cues, what is the **primary intention** behind juxtaposing these elements across timestamps?",
+    "options": [
+      "A. To contrast the visual styles of Marvel and DC Comics adaptations.",
+      "B. To foreshadow a crossover event enabled by Disney's acquisition of Fox properties.",
+      "C. To highlight the thematic differences between superhero and sci-fi genres.",
+      "D. To promote a standalone Fantastic Four reboot unrelated to existing franchises."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/DyaVHGhzYdw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 152,
+    "problem": "What is the woman's **primary intention** as inferred from the sequence of activities and elements shown in the video?",
+    "options": [
+      "A. Demonstrating meal-prepping strategies for balanced nutrition",
+      "B. Showcasing a kitchen organization tutorial for social media",
+      "C. Advertising branded storage containers from \"mDesign\" and \"OXO\"",
+      "D. Preparing ingredients for a specific recipe involving multiple courses"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fGCHrNGuAbM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 153,
+    "problem": "What is Jason Biondo's likely underlying intention in the video when discussing the perception of \"huge drama\" in the Pittsburgh Steelers locker room while surrounded by Antonio Brown memorabilia and a sale sign for Brown's jerseys?",
+    "options": [
+      "A. To promote his personal collection of Steelers memorabilia as a fan",
+      "B. To subtly address controversies around Antonio Brown’s departure while encouraging jersey sales",
+      "C. To criticize the Steelers organization for mishandling team dynamics",
+      "D. To highlight his neutrality in sports debates by displaying multiple teams’ jerseys"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/XSAb2Knd4GQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 154,
+    "problem": "What is the most likely primary intention of the man inspecting and discussing various cars throughout the video, based on contextual clues?",
+    "options": [
+      "A. To create a personal vlog about his car collection",
+      "B. ",
+      "C. To demonstrate features for a car dealership advertisement",
+      "D. To film promotional content for carwow's comparison platform"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/4tNSBvFr8nU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 155,
+    "problem": "What is the primary intention behind juxtaposing basketball game scenes with classroom activities and SEN statistics in this video?",
+    "options": [
+      "C. To highlight systemic educational inequalities and promote inclusive initiatives for disadvantaged/SEN students",
+      "A. To emphasize the importance of physical fitness for academic success",
+      "B. To advocate for separate educational facilities for SEN students",
+      "D. To demonstrate how sports can replace traditional teaching methods for disengaged learners"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/VaB-ps_INK4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 156,
+    "problem": "What is the primary intention behind the video's inclusion of scenes featuring hand sanitizer labels questioning safety, laboratory experiments with bacteria, and products containing Triclosan/BPA?",
+    "options": [
+      "A. To promote the routine use of hand sanitizer in both domestic and professional settings.",
+      "B. To demonstrate proper hand hygiene techniques across diverse environments.",
+      "C. To contrast the effectiveness of home hygiene practices with laboratory-grade protocols.",
+      "D. To provoke critical evaluation of potential health risks associated with antibacterial products."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/FPOpxN4Sbi4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 157,
+    "problem": "Based on the wrestler's evolving appearance, contextual elements like recurring text/numbers, and the progression of scenes, what is CM Punk's **primary goal** in this video game narrative?",
+    "options": [
+      "A. - The later scenes (0:02:40–0:03:00) depict high-stakes WrestleMania matches with referees and crowds, reinforcing that the narrative culminates at this event.",
+      "B. To defend his \"Best in the World\" title at WrestleMania",
+      "C. To avenge a past loss by defeating an opponent in a grudge match",
+      "D. To introduce a new \"WrestleMania\" stage design to the audience"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8WnwaE83YJ8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 158,
+    "problem": "Based on the video's progression of scenes and promotional content, what is the **primary intention** behind structuring the video to transition from a boxing victory to multiple UFC/MMA clips and conclude with UFC 218 promotional material?",
+    "options": [
+      "C. - The segment at 0:01:30–0:01:40 shows a boxer holding a microphone, possibly a post-fight interview, but this is immediately followed by UFC 218 promotional material, redirecting focus to UFC.",
+      "A. To contrast the rules and techniques of boxing with MMA/UFC.",
+      "B. To promote the UFC 218 event by framing it as the culmination of the depicted fights.",
+      "D. To highlight generic athletic triumph across combat sports."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/eCg2x9O0USk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 159,
+    "problem": "What is the most likely overarching intention behind the video, considering the recurring elements and transitions between scenes?",
+    "options": [
+      "A. Promoting a new line of luxury car models for personal use",
+      "B. Showcasing a luxury vehicle rental service for weddings, diplomatic events, and VIP parties",
+      "C. Highlighting government/military vehicles for official security purposes",
+      "D. Advertising a car dealership’s exclusive inventory of European luxury brands"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cWgLuMERcIA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 160,
+    "problem": "What is the primary purpose of the video being described in the video, based on the recurring elements and contextual clues across multiple timestamps?",
+    "options": [
+      "A. A behind-the-scenes documentary about film production",
+      "B. A trailer for a comedy film involving multiple interconnected scenes",
+      "C. A single continuous scene from a TV show set in urban and outdoor locations",
+      "D. A compilation of unrelated short films about urban life"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8AmOU90AEXU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 161,
+    "problem": "What is the driver's primary intention throughout the video, as inferred from the sequence of events and contextual clues?",
+    "options": [
+      "B. To test drive and review the Mercedes-Benz E300 Coupe AMG Line",
+      "A. To demonstrate routine car maintenance procedures",
+      "C. To document a personal road trip through rural landscapes",
+      "D. To advertise multiple Mercedes-Benz models for a dealership"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Jzj2of1pqmA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 162,
+    "problem": "The video transitions from depicting celestial bodies and Martian landscapes to ancient Egyptian imagery (e.g., pharaoh statues, sarcophagi). What is the most likely intention behind this thematic shift, given the channel's focus on \"Unexplained Mysteries\"?",
+    "options": [
+      "A. To contrast scientific exploration of Mars with historical human achievements.",
+      "B. To imply a speculative connection between ancient Egyptian civilization and extraterrestrial life.",
+      "C. To spark curiosity by juxtaposing unrelated mysteries of space and ancient history.",
+      "D. To demonstrate humanity’s technological progress from ancient rituals to space travel."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/K8ftyh9LTLo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 163,
+    "problem": "What is the primary intention behind including the \"Futurist Area\" logo and repeated mentions of advanced technology (e.g., PPG heart rate measurement, IPX7 waterproofing, graphene components) in the video?",
+    "options": [
+      "A. To emphasize the affordability of the headphones compared to competitors",
+      "B. To establish \"Futurist Area\" as a brand synonymous with cutting-edge innovation and future-oriented design",
+      "C. To directly promote the Card20 TWS headphones as the best product in the video",
+      "D. To highlight the collaboration between \"Futurist Area\" and Qualcomm for audio technology"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/7TOlbgUJf3k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 164,
+    "problem": "What is the primary intention of the video, based on the recurring visual and textual elements across the timestamps?",
+    "options": [
+      "A. To promote the TV show *Pretty Little Liars* through character-focused scenes.",
+      "B. To showcase a makeup tutorial inspired by urban fashion.",
+      "C. To advertise a fashion lookbook for *Seventeen* magazine featuring *Pretty Little Liars* character-inspired outfits.",
+      "D. To document a travel vlog exploring urban and natural settings."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/ELFZPKn5A1o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 165,
+    "problem": "What is the primary intention of the video, based on recurring thematic elements and specific roles highlighted across different timestamps?",
+    "options": [
+      "A. To educate the public about the basic structure of the ISS.",
+      "B. To train astronauts on spacewalk procedures and station maintenance.",
+      "C. To showcase engineering advancements in solar panel design.",
+      "D. To promote international collaboration in space exploration."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cSVpRPLu3EA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 166,
+    "problem": "Based on the video, why would the Winter Soldier (Bucky Barnes) attempt to frame a former Bucky in the \"Out of Time\" storyline, and how does this connect to his broader goals?",
+    "options": [
+      "A. To erase evidence of his own past crimes by shifting blame to another operative.",
+      "B. To destabilize international relations by implicating a foreign agent.",
+      "C. To protect his newfound identity by eliminating competing Winter Soldiers.",
+      "D. To seek revenge on HYDRA for brainwashing him by sabotaging their operations."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/l45GKcXyjL8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 167,
+    "problem": "What is the most likely overarching goal of the woman in the purple raincoat and the woman in the vibrant floral dress across the video segments, given their repeated appearances in culturally significant locations and interactions with their surroundings?",
+    "options": [
+      "A. Promoting local market vendors through targeted advertising",
+      "B. Documenting a personal cultural exploration or travel experience",
+      "C. Participating in a religious pilgrimage across Southeast Asia",
+      "D. Filming a commercial for a tourism agency"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/GQzA70j-Sn0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 168,
+    "problem": "What is the primary intention behind the creator's inclusion of multiple camera unboxing scenes, detailed interactions with Xiaomi products, and the final collage with subscription prompts?",
+    "options": [
+      "A. To document a personal hobby of collecting tech gadgets for private use.",
+      "B. To exclusively promote Xiaomi products over other brands featured in the video.",
+      "C. To establish credibility as a tech reviewer by comparing diverse products and encouraging audience engagement.",
+      "D. To demonstrate the process of bulk-unboxing items for resale purposes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/EgdYZcsI1X8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 169,
+    "problem": "What is the woman's most likely primary intention throughout the video, based on contextual clues and evolving actions?",
+    "options": [
+      "A. Conducting a live video call with friends",
+      "B. Filming a personal vlog about interior design",
+      "C. Recording a makeup tutorial",
+      "D. Demonstrating hand gestures for a sign language tutorial"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/XHuOsNnpQp4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 170,
+    "problem": "Based on the sequence of actions and presented elements, what is the most likely ultimate intention behind the culinary preparations shown in the video?",
+    "options": [
+      "A. Preparing holiday spice cookies as gifts with homemade ingredients",
+      "B. Demonstrating coffee bean grinding techniques for a dessert",
+      "C. Creating a nut-and-seed breakfast bar with multiple textures",
+      "D. Testing kitchen appliance versatility for a multi-course meal"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/BAcUOzxsjzU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 171,
+    "problem": "What is the primary intention behind showcasing the Kelley Blue Book (KBB) logo alongside the Kia K900 in the later segments of the video?",
+    "options": [
+      "A. To emphasize the car's affordability compared to other luxury sedans.",
+      "B. To leverage KBB’s credibility as a valuation authority to highlight the car’s market value and appeal.",
+      "C. To indicate that the car is exclusively available through KBB’s recommended dealerships.",
+      "D. To contrast the Kia K900’s design with KBB’s historical vehicle ratings."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_111XX9ZNtU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 172,
+    "problem": "What is the woman’s primary intention behind filming the various scenes in her home, as inferred from the video’s progression and details?",
+    "options": [
+      "B. Promoting her social media channels to grow an audience",
+      "A. Documenting daily life for personal family archives",
+      "C. Showcasing the house for potential buyers or renters",
+      "D. Demonstrating home organization and cleaning tips"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Lk3Ex0tdMlw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 173,
+    "problem": "Based on the video's structure and recurring elements across timestamps, what is the **primary intended purpose** of the video, as inferred through the relationship between Hacksmith Industries’ activities, scene transitions, and audience engagement tactics?",
+    "options": [
+      "A. To demonstrate a step-by-step tutorial for building an Iron Man helmet from scratch.",
+      "B. To promote Hacksmith Industries’ engineering projects through varied narrative segments blending education, entertainment, and sponsorship integration.",
+      "C. To document a live news broadcast discussing technological advancements in DIY crafting.",
+      "D. To advertise Honey’s browser extension as the sole focus, using Hacksmith’s workshop as a backdrop."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/px2hdZJLC3A.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 174,
+    "problem": "What is the most plausible overarching goal the women are working towards across the video timeline, based on their sequential actions with objects?",
+    "options": [
+      "A. Preparing ingredients for a cooking recipe",
+      "B. Conducting a science experiment with dyes",
+      "C. Creating temporary henna body art",
+      "D. Playing a prank involving hair dye"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/YM5WJUzaR4Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 175,
+    "problem": "What is the primary intention behind combining promotional graphics for movies like \"Transformers\" and \"RoboCop\" with behind-the-scenes interviews (e.g., Fred Dekker for \"Night of the Creeps\") in the video?",
+    "options": [
+      "A. To contrast the thematic differences between action franchises and horror films.",
+      "B. To promote specific sequels like \"Transformers: The Last Knight\" and \"RoboCop 2\" individually.",
+      "C. To emphasize the Joblo Movie Network’s role in curating exclusive content and fostering viewer engagement through diverse formats.",
+      "D. To critique the reliance on sequels in franchises like \"Terminator\" and \"Ghostbusters\"."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/hi6c_dfbFKQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 176,
+    "problem": "What is the primary intention behind including scenes of Shawshank State Penitentiary, the Bissman Building with \"Shawshank 2013\" signage, and the \"Shawshankwich\" sandwich advertisement in the video?",
+    "options": [
+      "A. To promote a new DVD release of *The Shawshank Redemption*",
+      "B. To document a historical tour of Ohio’s abandoned buildings",
+      "C. To advertise a fictional product tied to the movie’s plot",
+      "D. To highlight a real-world tourism initiative connected to the film’s legacy"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/IF02TK06KsE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 177,
+    "problem": "What is the primary goal of the Skyjack video, as inferred from the interplay of branding elements, machinery demonstrations, and worker interactions across multiple segments?",
+    "options": [
+      "A. Promote Skyjack’s products and brand reliability to potential customers.",
+      "B. Train workers on proper safety protocols for operating industrial machinery.",
+      "C. Highlight troubleshooting procedures for common equipment malfunctions.",
+      "D. Compare Skyjack’s machinery with competitors’ products."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/KmPFjLt9Lhg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 178,
+    "problem": "What is the most plausible overarching goal of the video based on the man's actions and the recurring elements across the timestamps?",
+    "options": [
+      "C. The video aims to promote high-end sports cars by blending casual storytelling with technical specifications.",
+      "A. The man is preparing to purchase a luxury car after comparing multiple models.",
+      "B. The video is a documentary about the history of luxury sports cars and their engineering.",
+      "D. The man is an actor filming a scene for a movie involving espionage and car chases."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/c2dVQUeRLYM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 179,
+    "problem": "What is Hank Pym's primary intention across his appearances, and how does it strategically connect to Scott Lang's role in a later mission?",
+    "options": [
+      "C. Hank is devising Pym Particle technology critical for the Avengers' Time Heist to restore his daughter’s future, which Scott later utilizes in *Avengers: Endgame*.",
+      "A. Hank is planning a heist to steal advanced technology from a rival organization, which Scott later executes using his Ant-Man suit.",
+      "B. Hank is designing a new prototype Ant-Man suit for Scott to combat a villain, as hinted by Scott’s bathroom preparation scene.",
+      "D. Hank is reflecting on past failures to motivate Scott to mentor the young girl (Cassie) in superhero tactics, as seen in their conversation."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/JttB3Yh3rtM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 180,
+    "problem": "What is the primary intention behind the video, based on the recurring elements and interactions shown across different timestamps?",
+    "options": [
+      "A. To demonstrate the Volkswagen Jetta's advanced driving modes and navigation system in a tutorial format.",
+      "B. To advertise the 2019 Volkswagen Jetta by highlighting its features, pricing, and model variants.",
+      "C. To document a personal test drive experience of the Volkswagen Jetta in various driving conditions.",
+      "D. To compare the Volkswagen Jetta’s performance with other car models in its class."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/rd-Ha231748.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 181,
+    "problem": "Which individual's role and showcased work best align with the video's overarching narrative of leveraging 3D printing technology to transform traditional creative industries through both digital innovation and hands-on craftsmanship?",
+    "options": [
+      "A. The community manager/jewelry designer using 3D rendering for custom rings",
+      "B. The founder of Continuum Fashion integrating 3D printed wearables with traditional design elements",
+      "C. The Modelab workshop presenter explaining architectural 3D models",
+      "D. The sculptor meticulously assembling a complex structure by hand"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/IS4Xw8f9LCc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 182,
+    "problem": "What is the man's primary intention throughout the video, based on his interactions with the cars and the final sequence?",
+    "options": [
+      "A. To privately sell his personal car collection",
+      "B. To demonstrate car maintenance techniques for a repair tutorial",
+      "C. To showcase different luxury vehicles for a car comparison platform",
+      "D. To document a personal road trip adventure in vintage cars"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WwLweXxvkzQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 183,
+    "problem": "The video includes multiple scenes of men eating in different locations (Helsinki, a restaurant with \"New Nordic Cuisine,\" a harbor, a boat, etc.), interspersed with aerial cityscapes and maps of Nordic countries. Based on the recurring themes and timestamps, what is the **primary intention** behind including these food-related scenes?",
+    "options": [
+      "A. To promote tourism in Denmark and Finland by focusing on iconic landmarks.",
+      "B. To highlight the exploration of New Nordic Cuisine as part of a travel vlog series.",
+      "C. To document the efficiency of public transportation between Nordic cities.",
+      "D. To showcase the personal dietary preferences of the Vagabrothers crew."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/IHI0-T5Lrck.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 184,
+    "problem": "The creator of the video is most likely trying to achieve which of the following goals with the sequence of scenes described in the video?",
+    "options": [
+      "A. Promote a travel vlog about serene natural landscapes and urban nightlife.",
+      "B. Present a documentary analyzing architectural designs of theaters and playgrounds.",
+      "C. Create an episodic mystery series where visual clues (e.g., red circles, recurring symbols) link seemingly disconnected supernatural stories.",
+      "D. Showcase a tutorial on nighttime photography techniques using varied lighting conditions."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/RAHTtiPicvU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 185,
+    "problem": "",
+    "options": [
+      "A. family is seen engaging in various activities across different locations, including a garden project, multiple visits to a pet store, and interactions at a Veterans Healing Farm. What is the most likely overarching goal connecting these activities?",
+      "A. Preparing for a community pet adoption event at their home",
+      "B. Completing a \"100 Days of Growing Food\" challenge to sustain a veteran-focused animal sanctuary",
+      "C. Training service dogs for veterans using gardening therapy",
+      "D. Documenting a YouTube series about suburban homesteading"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/m1LkplnOoEM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 186,
+    "problem": "Based on the video, which factor primarily explains why the Avengers face internal conflict leading to a split in later scenes, while the Ghostbusters remain united in their efforts?",
+    "options": [
+      "A. The Avengers are overwhelmed by Ultron's army, while the Ghostbusters face a weaker threat.",
+      "B. The Sokovia Accords impose legal restrictions on superheroes, while the Ghostbusters share a common goal to neutralize their supernatural enemy.",
+      "C. Tony Stark’s arc reactor malfunctions, causing distrust, while the Ghostbusters’ equipment remains reliable.",
+      "D. Godzilla’s attack distracts the Avengers, while the Ghostbusters focus on the Stay Puft Marshmallow Man."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/nIgkyzXoKic.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 187,
+    "problem": "What is the most likely overarching goal of the events depicted across the video timestamps, based on the progression of settings, participant roles, and branding elements?",
+    "options": [
+      "A. A charity fundraiser organized by multiple corporate sponsors",
+      "B. A product launch event for a new Mercedes-Benz vehicle",
+      "C. Promotional activities for an upcoming motorsport event involving rival teams",
+      "D. A reality TV show filming interactions between reporters and mall visitors"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/poDtgcoQUTc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 188,
+    "problem": "What is the most likely overarching goal of the video from which these video frames were derived, based on recurring thematic elements and contextual clues?",
+    "options": [
+      "A. Promote a new music festival in Paris linked to U2",
+      "B. Introduce a television network's programming lineup for Entertainment City",
+      "C. Advertise Quentin Tarantino’s film *The Hateful Eight*",
+      "D. Support a charity campaign tied to the \"#U2FORPARIS\" concert"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/pfawH8mDKRw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 189,
+    "problem": "Based on the video, what is the **primary intention** of the man featured in the garage scenes, and how does the context of \"LMR.com\" and \"TEARDOWN\" inform this goal?",
+    "options": [
+      "A. To sell the yellow Ford Mustang by showcasing its engine and features to potential buyers.",
+      "B. To document a routine maintenance check for internal garage records.",
+      "C. To create a tutorial video for LMR.com demonstrating a detailed teardown and repair process of high-performance cars.",
+      "D. To diagnose a mechanical issue in the blue car’s suspension system for a client."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/0v6Iy9JYjyM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 190,
+    "problem": "What is the primary goal of the ABC News Nightline segment as inferred from the visual and contextual elements presented across the video?",
+    "options": [
+      "A. To promote Disability Rights International’s advocacy campaigns",
+      "B. To expose systemic neglect and institutional abuse of vulnerable children",
+      "C. To document urban life and its impact on news broadcasting",
+      "D. To showcase Byron Pitts’ professionalism as a news anchor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fnNpXW-Xakg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 191,
+    "problem": "What is the primary intention behind structuring the video to juxtapose segments on Australia's clean-energy initiatives (e.g., solar panels, Totally Renewable Yackandandah) with scenes of active coal mines and industrial machinery?",
+    "options": [
+      "B. To document Australia's uncontested progress toward a fully clean-energy economy",
+      "A. To contrast renewable energy solutions with fossil fuel dependencies to highlight systemic challenges in sustainability transitions",
+      "C. To emphasize global disparities in energy infrastructure by comparing Australia with other nations",
+      "D. To showcase the aesthetic differences between natural landscapes and industrial zones"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/gCqWWocnl68.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 192,
+    "problem": "What is the primary intention behind the video, based on the sequence of activities and contextual clues provided in the video?",
+    "options": [
+      "A. To sell handmade wooden furniture directly to viewers",
+      "B. To review Ryobi and other power tools for woodworking enthusiasts",
+      "C. To document the construction of a specific project for an online DIY tutorial series",
+      "D. To showcase a time-lapse of abstract woodworking art without instructional intent"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/C_4-NuFJFzY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 193,
+    "problem": "Based on the sequence of events in the video, what is the most likely primary goal of the man in the blue shirt and the woman in the blue dress, requiring coordination of multiple tasks?",
+    "options": [
+      "A. Transporting their pets to a veterinary clinic for check-ups",
+      "B. Delivering the miniature horse to a new owner via the post office",
+      "C. Filming a Nat Geo Wild segment about unusual animal interactions in urban settings",
+      "D. While Option C is plausible, the specific logistics of the post office interaction strongly support Option B as the primary goal."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/LLVEVw5CkPY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 194,
+    "problem": "What is the primary goal of the video, as inferred from the sequence of interactions and contextual clues across all timestamps?",
+    "options": [
+      "A. To demonstrate an unboxing and initial setup of a new iPhone",
+      "B. To compare network speed test results between two iPhones",
+      "C. To provide a detailed review of the iPhone 5's features and usability for a Canadian audience",
+      "D. To showcase a tutorial for playing \"Jetpack Joyride\" and \"Halfbrick\" games"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Jq53wkmLJvE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 195,
+    "problem": "What is the primary intention behind including the disclaimer at both the beginning (0:00:10-0:00:20) and end (0:04:40-0:04:50) of the video, and how does this relate to the broader goals of Parleys Diesel Performance's training series?",
+    "options": [
+      "A. To promote the Banks Ram-Air Intake System as a premium product.",
+      "B. To emphasize that the video alone provides sufficient expertise for installation.",
+      "C. To enhance visual consistency by repeating design elements like black backgrounds.",
+      "D. To legally limit liability while still encouraging professional engagement with their products."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/ZlH_leMJFe4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 196,
+    "problem": "What was the man's primary goal in organizing his weekend activities in Washington, as inferred from the video's content?",
+    "options": [
+      "A. To promote a new line of outdoor recreational gear",
+      "B. To participate in a competitive shooting tournament",
+      "C. To document a firearms training workshop for beginners",
+      "D. To attend and showcase highlights from an annual firearms expo"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/rr4FbnpkEj4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 197,
+    "problem": "What is the man's primary intention throughout the video, and what key discovery leads to his moment of surprise at 0:00:30-0:00:40?",
+    "options": [
+      "A. Selling rare soccer memorabilia; finding a counterfeit item in the Mercury box",
+      "B. Other options fail because:",
+      "C. Organizing a personal collection; realizing he owns duplicate cleats",
+      "D. Preparing for a match; discovering his cleats are damaged"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/5s7lKgP-Q6Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 198,
+    "problem": "Based on the visual and textual elements across the video segments, what was the **primary intention** of the CCTV America broadcast in structuring its coverage of the Iran nuclear deal discussions?",
+    "options": [
+      "A. To emphasize the United States' unilateral leadership in negotiating the Iran nuclear deal",
+      "B. To highlight China’s diplomatic influence and proactive role in mediating the Iran nuclear negotiations",
+      "C. To criticize Iran’s resistance to international oversight of its nuclear program",
+      "D. To showcase the European Union’s dominance in resolving geopolitical conflicts"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0iPVykDS3N4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 199,
+    "problem": "Why might the video present the Toyota Tacoma (MSRP $25,500) before the Nissan Navara (MSRP $18,990) and Chevrolet Colorado (MSRP $21,200) in its review section, despite the video's focus on affordability?",
+    "options": [
+      "B. The video orders trucks by descending price to frame cheaper options as better value later.",
+      "A. The Tacoma has superior off-road capabilities compared to the other trucks.",
+      "C. The Tacoma was the most popular truck of 2018, ensuring viewer engagement.",
+      "D. The Navara and Colorado were not available in all markets, unlike the Tacoma."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cKYX1G2-TMM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 200,
+    "problem": "Based on the progression of scenes and interactions with the iPhone X across the timestamps, what is the user's **primary intention** that logically connects the setup actions, app usage, and contextual clues throughout the video?",
+    "options": [
+      "A. Preparing the phone for a product review video by showcasing its design and features",
+      "B. Setting up the device for secure holiday shopping using facial recognition and banking apps",
+      "C. Creating a tutorial about battery optimization during outdoor activities",
+      "D. Documenting a live music event using the phone's camera and social media tools"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/F_pCkfSzhvk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 201,
+    "problem": "What is the primary intention behind the video's composition, as inferred from the sequence and details of the scenes?",
+    "options": [
+      "A. To document a personal vacation experience at a beach resort",
+      "B. To promote the Blue Dolphin Holiday Resort by showcasing its amenities and surroundings",
+      "C. To provide a tutorial on outdoor activities like fishing and boating",
+      "D. To critique the environmental impact of coastal tourism developments"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/-BQkVBqNYDM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 202,
+    "problem": "Based on the video's content and progression, what was the traveler's primary intention when navigating through the \"no man's land\" at the UAE/Oman border?",
+    "options": [
+      "A. To return to the UAE after a brief visit to Oman.",
+      "B. To deliberately enter Oman for tourism and exploration.",
+      "C. To avoid toll roads in the UAE by taking a remote route.",
+      "D. To document construction activity near the Hatta Border Cross."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/CUV0DtOm2jw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 203,
+    "problem": "What is the most likely primary intention behind creating this video, based on the progression of scenes and contextual clues?",
+    "options": [
+      "A. To document a personal baking experiment gone wrong, explaining the man's initial surprise.",
+      "B. To promote a cooking blog/channel by showcasing diverse recipes and kitchen organization skills.",
+      "C. To demonstrate the step-by-step process of making basic chocolate cupcakes.",
+      "D. To highlight the man's discovery of an unusual ingredient (e.g., cocoa powder) in his kitchen."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/LsiZBM1TdiM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 204,
+    "problem": "What is the primary intention behind showcasing the Chevrolet Corvette in multiple environments (race track, desert, highway) with references to its \"Tour Sport Selective Ride\" system, and how do the temporal changes in license plates and motion status support this intention?",
+    "options": [
+      "A. To test the car’s maximum speed in controlled vs. open environments",
+      "B. To demonstrate the car’s adaptability to diverse terrains using configurable performance settings",
+      "C. To emphasize fuel efficiency differences between race and casual driving",
+      "D. To compare the aesthetic design of the car against natural vs. urban backdrops"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/hM_tojZl49M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 205,
+    "problem": "What is the primary goal of the individual in the blue \"Ellesse\" t-shirt across the video segments, and how does the inclusion of UFOs, restricted military areas, and Roswell references support this intention?",
+    "options": [
+      "A. To document authentic UFO sightings for a government agency.",
+      "B. To promote a fictional sci-fi movie about Area 51.",
+      "C. To entertain and attract viewers to a conspiracy-themed video series produced by Landon Productions.",
+      "D. To conduct a scientific study on alien life using laboratory equipment."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/8IvW0EhD4w0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 206,
+    "problem": "What is the **primary intention** behind alternating between detailed makeup tutorials and casual interactions with collaborators throughout the video?",
+    "options": [
+      "A. To prioritize entertainment over education by minimizing focus on makeup products.",
+      "B. To subtly promote NYX products while fostering audience connection through relatable, non-tutorial moments.",
+      "C. To exclusively highlight the collaboration with The Style Segment without emphasizing viewer engagement.",
+      "D. To confuse viewers by mixing unrelated content types, testing their attention span."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/D3BEbB2lCc8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 207,
+    "problem": "Based on the video's content, what overarching goal or intention is most likely being emphasized through the recurring depictions of trains, infrastructure projects, and urban development across various timestamps?",
+    "options": [
+      "B. Highlighting the country's architectural diversity by contrasting modern and traditional designs",
+      "D. **Key elimination of other options**:",
+      "A. Promoting tourism by showcasing scenic rail routes through diverse landscapes",
+      "C. Advocating for sustainable public transportation to reduce urban carbon footprints"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/LpMOjo0xG24.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 208,
+    "problem": "Based on the video’s recurring themes and memorabilia, what is Jason Biondo’s **primary intention** for his podcast setup, as inferred from the combination of visual and textual elements?",
+    "options": [
+      "A. Promote the New York Mets exclusively through historical memorabilia.",
+      "B. Inspire viewers by linking sports history to future aspirations.",
+      "C. Showcase his personal collection of rare sports items.",
+      "D. Gain social media followers by emphasizing his TPS brand."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Nohqu7qBcn0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 209,
+    "problem": "What is the primary goal of the video creators in alternating between intense in-game action sequences (e.g., explosions, battles) and convention interviews featuring \"Plants vs. Zombies 2\" branding?",
+    "options": [
+      "B. To demonstrate the game's popularity and immersive experience to attract potential players",
+      "A. To contrast the game's fictional world with real-world events for artistic juxtaposition",
+      "C. To provide tutorials on both gameplay mechanics and event participation strategies",
+      "D. To criticize the game's reliance on repetitive action sequences through convention commentary"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/czVFxLEiUg8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 210,
+    "problem": "Based on the video segments, why would Ted Cruz's campaign strategically focus on mobilizing Texas volunteers in Iowa (as seen in 0:01:50-0:02:00) despite the UT/Texas Tribune poll showing him tied with Trump in Texas (0:02:30-0:02:40)?",
+    "options": [
+      "A. To divert resources from Texas, where Cruz is already guaranteed victory",
+      "B. To strengthen Cruz’s position in Iowa first, creating momentum to sway undecided Texas voters later",
+      "C. To directly counter Ben Carson’s higher polling numbers in Texas",
+      "D. To prioritize building a national profile over competing in Texas"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/k7hEHXCozxI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 211,
+    "problem": "What is the primary intention behind the sequence of events shown in the video, based on the relationship between the initial dessert scene, the recurring kitchen preparations, and the final presentation of preserves?",
+    "options": [
+      "A. Demonstrating how to bake a layered cake using the pink liquid as a key ingredient.",
+      "B. Showcasing a variety of culinary creations to highlight kitchen versatility.",
+      "C. Teaching viewers to pair specific sauces with waffles and cookies.",
+      "D. Documenting the process of making homemade jam for the cake shown earlier."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fO3crjLmIcs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 212,
+    "problem": "The video is advertised as a \"10-minute workout,\" but the timer shown at 0:00:10-0:00:20 starts at 9:54 and counts down. What is the most likely reason for this discrepancy?",
+    "options": [
+      "A. To account for a 6-second buffer for transitions between moves.",
+      "B. To exclude the introductory segment (0:00:00–0:00:10) from the active workout time.",
+      "C. To reserve the final 0:54 for a cooldown stretch not shown in the video.",
+      "D. To highlight the exact time spent on high-intensity intervals."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0vnn0qXOrLw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 213,
+    "problem": "Based on the man's attire, background objects, and the comic panels featured in the video, what is the **most likely overarching intention** behind his presentation or discussion?",
+    "options": [
+      "A. Explaining the physics of time travel using the DeLorean from *Back to the Future*",
+      "B. Analyzing Batman's ethical prioritization of saving civilians over personal vendettas in crime-fighting",
+      "C. Reviewing the cultural impact of the *Harry Potter* franchise through collectibles",
+      "D. Discussing retro sci-fi aesthetics using his moon-and-spaceship-themed attire"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Pax4TbfKeoE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 214,
+    "problem": "What is the **primary intention** of the video creators in showcasing both highly automated robotic assembly processes and human workers engaged in tasks like data analysis, inspection, and door handling throughout the manufacturing timeline?",
+    "options": [
+      "A. To emphasize how robots will eventually replace all human workers in car manufacturing",
+      "B. To highlight the necessity of human-robot collaboration for quality control and technological advancement",
+      "C. To provide a chronological tour of BMW’s car design phases from concept to completion",
+      "D. To demonstrate BMW’s dominance in robotics compared to other automotive manufacturers"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4Xgaf_5KS7I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 215,
+    "problem": "The video uses a combination of visual metaphors and statistical data to critique a systemic issue in the U.S. criminal justice system. Which **primary intention** is most strongly supported by the interplay between the symbolic imagery (e.g., flags, scales, police tape) and the data presented across multiple timestamps?",
+    "options": [
+      "C. Criticize systemic racial inequities perpetuated by the criminal justice system",
+      "A. Highlight the prevalence of mental health issues in federal prisons",
+      "B. Advocate for better job training programs in state prisons",
+      "D. Expose corruption within for-profit prison management"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/cQo-yYhExw0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 216,
+    "problem": "What is the primary intention behind compiling the video segments described in the video?",
+    "options": [
+      "A. To document Mike Cantalupo’s personal sports memorabilia collection",
+      "B. To promote a YouTube channel focused on MLB highlights and ball girl moments",
+      "C. To showcase a live broadcast of a Chicago Cubs vs. Philadelphia Phillies game",
+      "D. To advertise merchandise for the Baltimore Orioles and Los Angeles Dodgers"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BAH-a2QS0ls.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 217,
+    "problem": "What is the primary intention behind the video's depiction of the yellow Audi in various settings, including winding mountain roads, parked on a dirt road, and showcasing its interior and specifications?",
+    "options": [
+      "B. To document a personal road trip through mountainous regions",
+      "A. To advertise the Audi TT as the best sports car for mountain driving",
+      "C. To provide a comprehensive review of the car's features and performance",
+      "D. To demonstrate the car's safety features on different terrains"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/ok80JYJrG4o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 218,
+    "problem": "What is the primary intention behind the video’s structure and content based on the recurring themes and narrative cues across timestamps?",
+    "options": [
+      "A. To promote Disney+ subscriptions by collating diverse Marvel content tied to streaming releases",
+      "B. To highlight the evolution of female superheroes like She-Hulk across Marvel media",
+      "C. To tease a crossover event involving Moon Knight, Hawkeye, and legacy heroes like Indiana Jones",
+      "D. To advertise physical comic book collections featuring characters like Hulk and Moon Knight"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/eymkQ0gGExM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 219,
+    "problem": "What is the person's overarching goal based on their sequenced actions throughout the video?",
+    "options": [
+      "D. Maintain a productive and healthy daily routine",
+      "A. Host a guest by preparing food and tidying the bedroom",
+      "B. Complete a skincare routine for a special event",
+      "C. Prepare for a job interview by dressing formally and rehearsing"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/63cPTkymOhw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 220,
+    "problem": "The video's creators aimed to connect one of the depicted animals to a prehistoric creature through contextual clues and visual storytelling. Which animal's presentation most strongly implies this intentional link to an extinct species?",
+    "options": [
+      "A. Jaguar resting in tropical grass (0:00:00-0:00:10)",
+      "B. Crocodile labeled \"TITANOBOLA\" (0:00:10-0:00:20)",
+      "C. Large coiled snake fossil in a museum (0:00:40-0:00:50)",
+      "D. Proboscis monkey in Bornean rainforest (0:04:00-0:04:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Zmey-wVhAf4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 221,
+    "problem": "What is the primary intention behind showcasing both Earth-based gardening activities and NASA's plant-related experiments in the same video, based on the progression of scenes and thematic elements?",
+    "options": [
+      "A. To contrast traditional gardening with high-tech laboratory methods.",
+      "B. To demonstrate how NASA uses Earth gardening techniques to improve space mission sustainability.",
+      "C. To promote public interest in botany through visually engaging Earth and space imagery.",
+      "D. To highlight NASA’s role in studying Earth’s ecosystems from space."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2sdKuHiaXtE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 222,
+    "problem": "Why is the celebration at \"The New Kennil Diner\" (0:00:30–0:00:40) included in the \"CRIME WATCH\" program, and what does it imply about the broader narrative?",
+    "options": [
+      "A. The diner is a front for criminal activity, and the celebration is a distraction.",
+      "B. The diner’s grand opening later becomes the site of a crime investigated in the program.",
+      "C. The family in the celebration photo is secretly involved in a crime syndicate.",
+      "D. The diner’s owner is interviewed about a crime unrelated to the establishment."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ndmjhyNSNcE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 223,
+    "problem": "",
+    "options": [
+      "A. player in FIFA 13 Ultimate Team sees the \"EAS FC Not Connected\" message while trying to improve their team’s chemistry. Which intended action is most directly hindered by this connection issue, based on the video?",
+      "A. Reassigning player positions within the active squad",
+      "B. Trading players via the transfer market to acquire nationality-matched teammates",
+      "C. Switching formations from 4-3-3 to 3-5-2 using offline squad management",
+      "D. Substituting a higher-rated goalkeeper into the starting lineup"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KaYChmhtX0o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 224,
+    "problem": "What is the primary intention of the video, based on the progression of actions and tools demonstrated across the video?",
+    "options": [
+      "A. Demonstrate advanced animation techniques in Procreate using layered brush effects.",
+      "B. Teach foundational digital illustration skills through step-by-step character creation.",
+      "C. Showcase a time-lapse of a professional artist painting a landscape using complex textures.",
+      "D. Compare Procreate’s interface with traditional art software like Adobe Photoshop."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/H7LO7AlEgPg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 225,
+    "problem": "What is the creator's overarching intention in structuring the video to transition from hardware demonstrations (fans, GPUs, repairs) to driver management and finally to Rackspace's cloud services?",
+    "options": [
+      "A. To showcase a step-by-step PC-building tutorial for gaming enthusiasts.",
+      "B. To criticize common mistakes in DIY hardware maintenance and driver updates.",
+      "C. To advocate for managed cloud solutions by demonstrating foundational tech maintenance that ensures optimal cloud performance.",
+      "D. To compare the performance of GTX 980 GPUs with modern cloud computing alternatives."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/nyDxrTHDjXQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 226,
+    "problem": "** Why did Daniel Cormier state that Patrick Cummins was \"in over his head\" before their UFC 170 fight, according to the video?",
+    "options": [
+      "A. To mock Cummins’ lack of Olympic credentials compared to Ronda Rousey.",
+      "B. To emphasize Cummins’ unpreparedness as a last-minute replacement for Rashad Evans.",
+      "C. To distract Cummins by referencing his 4-0 first-round knockout record.",
+      "D. To criticize UFC’s decision to prioritize commercial sponsors like Bud Light."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/MMxUBsa4_uk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 227,
+    "problem": "What is the most likely overarching goal of the person's activities throughout the video, based on their sequential actions and environmental changes?",
+    "options": [
+      "C. Hosting a holiday party",
+      "A. Renovating the living room for resale",
+      "B. Creating a DIY crafting tutorial series",
+      "D. Preparing a surprise birthday party"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/0evNHfAyZZQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 228,
+    "problem": "What was the primary intention behind showcasing the computer tower with liquid nitrogen cooling and monitoring extreme CPU/GPU temperatures at the \"OC World Record Stage G.SKILL\" event?",
+    "options": [
+      "A. To demonstrate routine computer maintenance procedures",
+      "B. To promote a new line of consumer-friendly cooling systems",
+      "C. To attempt breaking an overclocking world record using extreme cooling",
+      "D. To troubleshoot hardware instability during a live product demonstration"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/EbuDGXiKLE8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 229,
+    "problem": "What is the most plausible primary intention behind the driver’s actions and the video’s overall narrative, based on the sequence of events and contextual clues?",
+    "options": [
+      "A. The driver is test-driving a Ferrari after experiencing a mechanical failure in his personal car.",
+      "B. The driver is filming a promotional video showcasing the Ferrari’s performance and aesthetic appeal.",
+      "C. The driver is attempting to evade law enforcement after a sudden incident, using the Ferrari as a getaway car.",
+      "D. ##### Overall:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ECSnnCDkNjE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 230,
+    "problem": "What is the primary strategic intention behind CFMOTO emphasizing their Hyderabad assembly facility during the launch event, as inferred from the video?",
+    "options": [
+      "A. To highlight a partnership with Suzuki for engine manufacturing.",
+      "B. To reduce production costs by outsourcing labor to China.",
+      "C. To appeal to the Indian market by emphasizing local assembly and regional pricing.",
+      "D. To position the brand as globally competitive by showcasing multinational manufacturing."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/YmT3vHI0Cww.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 231,
+    "problem": "What is the **primary goal** of the news broadcast segments described in the video, and how does the progression of scenes reinforce this goal?",
+    "options": [
+      "A. To promote specific car dealerships by emphasizing their showroom layouts",
+      "B. To document the personal experiences of reporters covering an automotive event",
+      "C. To inform viewers about the latest car models unveiled at the 2018 NAIAS and highlight automakers’ innovations",
+      "D. To critique the design choices of automakers at the 2018 NAIAS"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/csGQB9HABUs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 232,
+    "problem": "What is the primary purpose of the video segment, based on the interactions and activities observed across the timestamps?",
+    "options": [
+      "A. To promote specific kitchen appliances (e.g., Pyrex, blender, food processor).",
+      "B. To document a casual home cooking session between two friends.",
+      "C. To demonstrate a structured, collaborative recipe preparation for an instructional audience.",
+      "D. ##### From [0:08:30 to 0:09:00]:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/dYofVt4kAzA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 233,
+    "problem": "What is the primary intention of the men in the video, based on the shifts in their environment and activities across different timestamps?",
+    "options": [
+      "A. Moving into a new home and setting up their TV and furniture.",
+      "B. Filming a TV show episode set in a vintage store that involves discussing/installing a TV.",
+      "C. Running a vintage store where they demonstrate electronics like the LG OLED TV.",
+      "D. Hosting a gaming console comparison segment in a studio."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/EbzwyYCcijA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 234,
+    "problem": "What is the primary intention behind the video's structure, which alternates between scenes of the man demonstrating Esoteric products and scenes of car interiors being cleaned or detailed?",
+    "options": [
+      "A. To compare the effectiveness of Esoteric products with competing brands like Sonax",
+      "B. To demonstrate the practical application of Esoteric products in real-world car care scenarios",
+      "C. To showcase the variety of car care environments where products can be used, regardless of brand",
+      "D. To highlight the man's personal expertise in car detailing beyond his role as an Esoteric representative"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/RurfIdccPzM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 235,
+    "problem": "What is the primary intention behind the video's structure, based on the interplay between product showcases and makeup application steps?",
+    "options": [
+      "A. To demonstrate a full makeup tutorial without promoting any products.",
+      "B. To advertise specific makeup brands while subtly incorporating application techniques.",
+      "C. To artistically experiment with color contrast without commercial intent.",
+      "D. To prioritize brand ambassadorship for MAC and Morphe over educational content."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/LOvshP-p3lg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 236,
+    "problem": "Based on the video, which two Infinity Stones does Thanos still need to acquire to complete his goal, and what does the \"Avoid Time Vortices\" warning (0:00:20–0:00:30) imply about his broader intention?",
+    "options": [
+      "A. Mind Stone and Soul Stone; he aims to prevent the Avengers from reversing his actions via time travel.",
+      "B. Power Stone and Reality Stone; he seeks to amplify his existing stones’ power through time vortices.",
+      "C. Time Stone and Space Stone; he intends to lock timelines to ensure his victory is permanent.",
+      "D. Soul Stone and Power Stone; he wants to exploit time vortices to gather stones from alternate realities."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/FdeynGS4Kr4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 237,
+    "problem": "What is the man's primary intention throughout the video, as inferred from the progression of activities and contextual clues?",
+    "options": [
+      "A. Documenting a scientific field study on nocturnal desert ecosystems",
+      "B. Completing a series of eccentric dares for a social media challenge tied to his \"TACOCAT\" brand",
+      "C. Filming a survival guide for camping in tropical environments",
+      "D. Practicing wilderness first-aid skills using tools and local fauna"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/7vQCSMSUrL0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 238,
+    "problem": "What is the primary goal of the video from which these video frames are derived, based on the progression of scenes and contextual cues?",
+    "options": [
+      "D. (UC Davis), a recognized animal welfare expert, appears in a news segment (0:04:00–0:04:10) labeled \"AMERICA'S HEARTLAND,\" suggesting her role in providing authoritative support for the campaign.",
+      "A. To promote the efficiency of modern industrial chicken farming techniques.",
+      "B. To advocate for the passage of Proposition 2 to reduce animal cruelty in farming.",
+      "C. To document the historical evolution of farming practices from the 19th century to today."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/1jDb9MaBVKs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 239,
+    "problem": "What is the most likely purpose of Dr. Jacqueline Harding's presence in the video, based on the progression of scenes and text overlays?",
+    "options": [
+      "A. To act as a host introducing the Teletubbies characters.",
+      "B. To portray a fictional character interacting with the Teletubbies.",
+      "C. To provide expert commentary on the developmental impact of the show.",
+      "D. To demonstrate parenting techniques for engaging children with TV."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Hne4LcJQ4dc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 240,
+    "problem": "What is the primary goal of the video, based on the interactions and settings observed across the timestamps?",
+    "options": [
+      "A. Showcasing a new L'Oreal Paris makeup product line",
+      "B. Documenting a student's practical assessment at the L'Oreal Paris Academy",
+      "C. Advertising a freelance makeup artist’s services",
+      "D. Promoting professional makeup training programs at the L'Oreal Paris Academy"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/ZX7oamU8FMQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 241,
+    "problem": "Based on the video, why would the player extensively customize the car with \"Panty Pink\" (RGB 90,0,57) after initially being shown in a nighttime crime-oriented scene, and later navigate via daytime city driving?",
+    "options": [
+      "A. To avoid police detection by using a bright color as a distraction.",
+      "B. To comply with a racing event’s requirement for flashy, unique car designs.",
+      "C. To resell the car at a higher price in the game’s marketplace.",
+      "D. To repair damage sustained during the nighttime mission."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2cdoRTzm8y0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 242,
+    "problem": "The video juxtaposes contrasting scenes of conflict and contemplation. Considering the recurring themes and character dynamics across multiple timestamps, what is the **primary narrative purpose** of contrasting Captain America and Iron Man's battle (0:00:00-0:00:10) with Black Widow's worried expression (0:00:10-0:00:20) and later scenes of divided Avengers (0:03:10-0:03:20, 0:04:30-0:04:40)?",
+    "options": [
+      "A. To emphasize Black Widow's loyalty to S.H.I.E.L.D. over personal relationships.",
+      "B. To highlight the ideological rift caused by the Sokovia Accords driving the Avengers apart.",
+      "C. To foreshadow Iron Man’s guilt over creating Ultron in *Avengers: Age of Ultron*.",
+      "D. To establish Black Widow’s secret alliance with Captain America against Iron Man."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/MFEloWQDTxA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 243,
+    "problem": "What is the woman's primary intention throughout the video, inferred from her actions and the spatial-temporal progression of scenes?",
+    "options": [
+      "B. Filming a home tour or lifestyle video for an audience",
+      "A. Hosting a formal dinner party for guests",
+      "C. Preparing to sell the house by staging each room",
+      "D. Completing daily household chores systematically"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BuXd2F_WF1E.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 244,
+    "problem": "What is the most likely overarching goal of the broadcast featuring the man in the brown blazer, given the juxtaposition of the Western Illinois University branding and the detailed electoral maps of the 2008 U.S. presidential election?",
+    "options": [
+      "A. Promoting a new political science degree program at Western Illinois University",
+      "B. Announcing the university’s official endorsement of a candidate in the 2008 election",
+      "C. ##### Key elimination of distractors:",
+      "D. Reporting live election results during the 2008 presidential race"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/7WaNjEolsiQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 245,
+    "problem": "What is the primary intention behind the video, based on the progression of scenes and contextual clues?",
+    "options": [
+      "A. To document a personal road trip through varied landscapes",
+      "B. To promote the Aston Martin DB11 and encourage subscriptions to Cars.co.za",
+      "C. To provide a technical review of a sports car’s engine and dashboard features",
+      "D. To demonstrate driving techniques in urban and mountainous environments"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BrhAP7UNlDc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 246,
+    "problem": "What is the most likely primary intention behind the depicted use of the Porsche Cayenne in the video?",
+    "options": [
+      "A. To conduct a long-distance road trip with multiple scenic stops",
+      "B. To test the car’s performance and features across diverse environments",
+      "C. To film a commercial emphasizing luxury and versatility",
+      "D. To transport a passenger discreetly through urban and rural areas"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4oqWqRlge98.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 247,
+    "problem": "What is the most likely primary intention behind the person's actions throughout the video?",
+    "options": [
+      "A. To demonstrate how to clear an air flow sensor error code (P0102)",
+      "B. To document the repair of a high-mileage vehicle's ICP sensor circuit (P1280)",
+      "C. To perform routine maintenance on a car's engine components",
+      "D. To showcase how to reset the odometer on an older vehicle"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_QSFJNYyOpg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 248,
+    "problem": "An installer is working in an older home with an existing plaster ceiling that is uneven. According to the video's guidelines, which substrate material is critical to install before attaching the tin ceiling tiles, and what is the primary reason?",
+    "options": [
+      "A. To increase thermal insulation properties of the ceiling assembly",
+      "C. To reduce material costs by minimizing plywood usage",
+      "B. To create a flat plane for proper tile alignment and prevent warping",
+      "D. To accommodate electrical wiring between the old ceiling and new tiles"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Cb-tcNPmM90.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 249,
+    "problem": "What is the host's primary intention in combining static exterior shots of the Mazda CX-9 with interior dashboard sequences and the \"Please Check Surroundings For Safety\" warning message?",
+    "options": [
+      "A. To compare the off-road capabilities of the Mazda CX-9 with other SUVs",
+      "B. To demonstrate the integration of advanced safety technology and modern infotainment features during a comprehensive review",
+      "C. To highlight the aesthetic design of the Mazda CX-9's exterior and interior",
+      "D. To critique the ergonomic flaws of the Mazda CX-9's dashboard layout"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/rurvQ0QvK6k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 250,
+    "problem": "What is the young man's most likely overarching goal throughout the video, as evidenced by his sequential actions and environmental context?",
+    "options": [
+      "A. Documenting urban architecture for a city tourism project",
+      "B. Creating a multimedia portfolio for \"finatic.media\" featuring human-animal interactions",
+      "C. Conducting wildlife conservation research for an academic institution",
+      "D. Practicing street photography as a personal hobby"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/IHm2d9PbeLs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 251,
+    "problem": "What is the primary intention behind the meal preparation demonstrated in the video, based on the progression of actions and contextual clues?",
+    "options": [
+      "A. Creating a casual snack platter with crackers and watermelon",
+      "B. Demonstrating a tuna salad sandwich recipe for Rebecca Brand Recipes",
+      "C. Preparing a healthy meal focused on vegetables and low-fat ingredients",
+      "D. Making a quick lunch using pre-packaged ingredients"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/HwRoSsRB4X8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 252,
+    "problem": "Based on the video's progression of cake preparation steps and tool usage, what is the man's **primary intended cake style**, and which critical evidence from the video confirms this?",
+    "options": [
+      "A. Fondant-covered cake (uses spatula smoothing and precise piping)",
+      "B. Naked Drip Cake (combines exposed layers with chocolate drizzle)",
+      "C. Layered Sponge Cake (focuses on structural integrity with multiple tiers)",
+      "D. Mirror Glaze Cake (requires liquid pouring for a glossy finish)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/qnIpJ1l-nx4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 253,
+    "problem": "What is the most likely intention of the two men interacting in the tennis store, based on the progression of scenes and contextual clues across the video?",
+    "options": [
+      "A. They are casual shoppers comparing racket aesthetics before making a purchase.",
+      "B. They are professional tennis players testing racket performance in a simulated match.",
+      "C. They are store employees demonstrating racket features to potential customers.",
+      "D. They are Wilson brand ambassadors filming promotional content for \"Stringers' World.\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/49nkc1KFDaM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 254,
+    "problem": "What is the primary intention behind organizing the marathon events as depicted in the video?",
+    "options": [
+      "B. To create a unique experience combining athletic competition with Disney-themed entertainment.",
+      "A. To showcase new Disney characters and attractions.",
+      "C. To promote the Walt Disney Studios park expansion.",
+      "D. To encourage visitors to participate in daily fitness activities within the park."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/mVMnCy6PYYo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 255,
+    "problem": "Based on the video, why might Will Smith publicly express reluctance to be \"the sequel guy\" (0:00:30-0:00:40) while simultaneously being associated with sequels/prequels like *Men in Black 3* (0:00:40-0:00:50) and the planned *I Am Legend* prequel (0:01:40-0:01:50)?",
+    "options": [
+      "A. He prioritizes artistic integrity but makes exceptions for franchises he believes have unexplored potential.",
+      "B. He is contractually obligated to reprise roles despite personal preferences.",
+      "C. He seeks to distance himself from past criticisms of his action-hero persona.",
+      "D. He uses public hesitancy to generate hype for upcoming projects."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/0P75uEIGa4U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 256,
+    "problem": "Based on the broadcast structure and content described in the video, what is the **primary intention** of the news networks in combining footage of the surfer’s wipeout, hospital recovery, and studio anchors across the segments?",
+    "options": [
+      "C. To humanize the surfer and emphasize resilience by juxtaposing danger, survival, and post-recovery triumph.",
+      "A. To sensationalize the dangers of surfing without providing context about safety measures.",
+      "B. To demonstrate a collaborative effort between ABC News, GMA, and Powerline in investigative journalism.",
+      "D. To promote surfing as a high-risk, high-reward sport through staged dramatizations."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/XgvGhgrQs1w.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 257,
+    "problem": "What is the primary intention of the video based on the recurring visual and textual elements across the timestamps?",
+    "options": [
+      "A. To promote a fishing guide service in Minnesota",
+      "B. To document a personal fishing trip in Wisconsin",
+      "C. To showcase a world record fish caught in Minneapolis",
+      "D. To compare urban and rural fishing techniques"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/q39XbjzMqUg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 258,
+    "problem": "What is the primary goal of the event depicted in the video, based on the interconnected clues across multiple timestamps?",
+    "options": [
+      "C. Facilitate a community-led urban revitalization project focused on Terminal Nicol",
+      "A. Promote a new TV series about urban sustainability produced by Shaw TV",
+      "B. Advocate for stricter city-wide traffic regulations to reduce accidents",
+      "D. Organize an environmental protest against industrial waste in the city"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/hPEzZpSuffs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 259,
+    "problem": "What is the most likely overarching intention behind the video's structure and content based on the repeated elements and audience engagement cues?",
+    "options": [
+      "A. To promote a new line of kitchen appliances through casual home demonstrations",
+      "B. To compile viewer-submitted clips for a \"Top 5\" lifestyle challenge contest",
+      "C. To document a martial arts dojo’s training regimen for promotional purposes",
+      "D. To rebrand Top5Central as a gaming-focused channel using staged gameplay"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/-VynNXEjI_A.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 260,
+    "problem": "What is the primary intention behind the video segments described in the video?",
+    "options": [
+      "A. To promote a retail store selling multiple smartphone brands.",
+      "B. To showcase a detailed comparison between Micromax Infinity N11 and N12 models.",
+      "C. To advertise a single flagship smartphone with multiple color variants.",
+      "D. To review a third-party smartphone accessory for Motorola devices."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/E1EHPUZgXqs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 261,
+    "problem": "What is the primary goal of the \"MATCHPOINT\" segment on CGTN Africa as inferred from the video?",
+    "options": [
+      "D. To showcase the growth of sports journalism in Africa through basketball coverage.",
+      "A. To promote Senegal as a prime destination for international basketball tournaments.",
+      "B. To highlight the collaboration between the NBA and the SEED Project in developing basketball infrastructure and youth engagement in Senegal.",
+      "C. To provide a detailed analysis of the technical strategies used by Senegalese basketball teams during matches."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/-r9NmWpNha4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 262,
+    "problem": "The video \"Movie Endings Explained\" includes analysis of scenes from both *No Country for Old Men* and *The Big Lebowski*. Based on the recurring elements in the video, which of the following **best** explains why these two films are likely emphasized in the video?",
+    "options": [
+      "A. Both films feature desert landscapes, creating a visual motif that ties them thematically.",
+      "B. The directors of both films, Joel and Ethan Coen, are explicitly credited in the video.",
+      "C. The video uses their contrasting tones (serious vs. comedic) to showcase diverse storytelling.",
+      "D. The films’ protagonists both wear cowboy hats, symbolizing a shared critique of masculinity."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/jPtphH_V9w8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 263,
+    "problem": "What is the primary intention of the person preparing the food in the video, based on the progression of actions and contextual clues?",
+    "options": [
+      "A. To demonstrate a modern fusion shrimp and tofu stir-fry",
+      "B. To highlight the versatility of a single kitchen tool (e.g., food processor)",
+      "C. To prepare a vegetarian noodle dish using seasonal vegetables",
+      "D. To showcase the preparation of a crab noodle soup with complementary fresh ingredients"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/-hu8YU8nSps.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 264,
+    "problem": "What is the most plausible hidden meaning behind Camila Cabello's dedication of \"Havana\" to \"the dreamers,\" as inferred from the video's thematic elements and contextual clues?",
+    "options": [
+      "A. A tribute to fans who fantasize about romantic relationships.",
+      "B. Other options (romance, health, collaborators) lack direct ties to the video’s recurring immigration/DACA motifs.",
+      "C. A metaphor for her personal struggles with health issues.",
+      "D. A reference to artistic collaborators who helped create the song."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0lbseqh9fsg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 265,
+    "problem": "What is the primary intention of the individuals featured in the video?",
+    "options": [
+      "A. Conducting a live gaming competition commentary",
+      "B. Demonstrating car engine repair techniques",
+      "C. Showcasing tech product reviews and customization setups",
+      "D. Hosting a casual podcast about workplace ergonomics"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Ib8lx5AC7NM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 266,
+    "problem": "What is the primary goal of the video, as inferred from the progression of scenes and contextual cues across the timestamps?",
+    "options": [
+      "A. The video’s structure and branding confirm **Option D**: It aims to showcase FCA’s brand portfolio, unifying Dodge, Jeep, Chrysler, and Fiat under the parent company’s identity.",
+      "B. Highlight Jeep’s off-road capabilities",
+      "C. 5. **Jeep’s Limited Focus**: Only a few segments highlight Jeep’s off-road capabilities, making Option B too narrow.",
+      "D. Showcase FCA’s brand portfolio across its subsidiaries"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/1SjZ-VtbASE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 267,
+    "problem": "Why might the video creators have juxtaposed the image of the fighter jet taking off (0:00:10-0:00:20) with the repeated headline \"HOUSE APPROVES TEMPORARY BUDGET BILL\" and later included Trump's tweets and discussions about a government shutdown?",
+    "options": [
+      "A. To emphasize the military spending implications of the temporary budget bill.",
+      "B. To symbolize economic anxiety caused by political instability, reflected in Trump’s criticism of the stock market.",
+      "C. To contrast the House’s attempt to avoid a shutdown with Trump’s later call for a shutdown as a negotiation tactic, using the jet as a metaphor for aggressive political maneuvering.",
+      "D. To highlight the urgency of the budget negotiations by comparing legislative processes to the speed of a fighter jet."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/bBA54j9DGGc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 268,
+    "problem": "What was the primary intention of ABC Action News in structuring their broadcast with alternating segments of crime reports, weather updates, and community events, as inferred from the sequence and content of the video?",
+    "options": [
+      "A. To sensationalize crime stories for higher ratings while masking sponsored financial advertisements.",
+      "B. To provide balanced coverage by juxtaposing urgent public safety alerts with uplifting local human-interest stories.",
+      "C. To prioritize advertiser partnerships (e.g., Harwood Financial, Audibel) by framing crime segments as cautionary tales about financial/health risks.",
+      "D. To emphasize the inefficiency of law enforcement by contrasting unresolved crimes with community self-reliance initiatives."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/54LzQBFVrB4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 269,
+    "problem": "What is Jeff Bakalar's primary intention in showcasing the Nintendo 3DS across multiple segments of the CNET First Look video, based on the recurring interactions and contextual clues?",
+    "options": [
+      "A. To emphasize the hardware design and color variants of the Nintendo 3DS.",
+      "B. To demonstrate the device’s social connectivity and user customization features.",
+      "C. To compare the 3DS with other handheld consoles like the standard Nintendo DS.",
+      "D. To highlight the long battery life enabled by its charging cable."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/gTxZSF_TA7I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 270,
+    "problem": "What is the primary intention behind Adrienne's inclusion of the smoothie-making and meal preparation scenes in her \"College Day in My Life\" video, based on the contextual clues across multiple timestamps?",
+    "options": [
+      "C. To document her routine authentically for relatability, while subtly encouraging audience interaction.",
+      "A. To demonstrate her proficiency in using the OZEN blender for a potential sponsorship deal.",
+      "B. To showcase her healthy lifestyle choices to inspire her followers.",
+      "D. To highlight her culinary skills for a future cooking channel pivot."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/8tl27n9vdUc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 271,
+    "problem": "The video describe several magic performances and magicians. Based on the timestamps and details provided, which magician is most likely performing an endurance stunt involving being trapped in ice, and what contextual clues support this conclusion?",
+    "options": [
+      "A. David Blaine",
+      "B. Similarly, David Copperfield’s promo shot (0:03:10–0:03:20) lacks ice-related context, eliminating option C. Chung Ling Soo’s gun scene (0:00:50–0:01:00) is a historical reference to a magician’s death, unrelated to ice stunts, eliminating option D.",
+      "C. David Copperfield, indicated by the promo shot and his focus on grand illusions.",
+      "D. Chung Ling Soo, referenced in the black-and-white dramatic gun scene."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/BhUkJZPmqJc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 272,
+    "problem": "What is the woman's most likely overarching intention behind combining sugar with cherry tomatoes, baking them at 225° for 3-4 hours, and subsequently sealing them in jars during her cooking process?",
+    "options": [
+      "A. Preparing a quick salad for immediate consumption",
+      "B. Demonstrating a method to enhance flavor for roasted tomato soup",
+      "C. Creating a preserved condiment or jam for long-term storage",
+      "D. Making candied tomatoes for a dessert garnish"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/ilIf6YjvDg8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 273,
+    "problem": "What is the **primary goal** of the San Diego Unified School District's initiatives as depicted in the video, based on the integration of multiple elements across the scenes?",
+    "options": [
+      "C. To connect students with locally sourced agriculture while educating them about nutrition and farming",
+      "A. To reduce meal preparation costs by using pre-packaged foods",
+      "B. To promote competitive eating events in school cafeterias",
+      "D. To replace traditional classrooms with greenhouse-based learning exclusively"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/dA6NW_s6XKc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 274,
+    "problem": "What is the primary purpose of the activities depicted in the video, based on the integration of visual and textual clues across multiple scenes?",
+    "options": [
+      "A. Promoting tourism in historic German cities through scenic landscapes.",
+      "B. Documenting the construction of offshore wind energy infrastructure and its community impact.",
+      "C. Highlighting urban architectural development in coastal cities.",
+      "D. Showcasing traditional fishing practices challenged by modern technology."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Gu__UIi6STA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 275,
+    "problem": "What is Dr. Chris Brown's primary intention in the video, as inferred from the sequence of events and settings?",
+    "options": [
+      "A. To demonstrate emergency care for a dog at Bondi Vet",
+      "B. To document a routine check-up at a reptile park",
+      "C. To highlight his role in a television show featuring diverse animal care scenarios",
+      "D. To train veterinary staff in handling exotic animals"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/W0oiwxMF-cQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 276,
+    "problem": "What is the primary intention behind the sequence of segments in the video, as inferred from the video?",
+    "options": [
+      "A. To provide a behind-the-scenes look at Jamila Mustafa’s preparation for the show",
+      "B. To transition between different segments of a live broadcast while promoting BET’s digital platform",
+      "C. To compare Jamila’s interview style with that of another host in a different show",
+      "D. To highlight technical difficulties during the recording of BET CELEBS"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/C6TExdRM4xw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 277,
+    "problem": "What is the primary intention of the video creators in structuring the broadcast to transition from the news anchor's report on \"Refugees abused\" in Somalia to scenes of refugee camps, hospitalized children, and interviews with camp leaders and human rights workers?",
+    "options": [
+      "A. To raise general awareness about global refugee crises without implicating specific actors.",
+      "B. To criticize the Somali government's direct involvement in refugee abuse.",
+      "C. To solicit donations for medical aid to refugee children.",
+      "D. "
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/qD-K7oEvVUM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 278,
+    "problem": "What is the primary intention behind structuring the video with alternating scenes of professional discussions, Fox News debates, and Cracked branding, based on the progression of timestamps?",
+    "options": [
+      "A. To document a collaborative journalism project between Cracked and Fox News",
+      "B. To parody Fox News' debate style through satirical commentary by Cracked creators",
+      "C. To promote Cracked's original content by framing their team as analysts/reactors to mainstream news",
+      "D. To provide neutral analysis of political communication strategies across media platforms"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/p_QYZmygZnE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 279,
+    "problem": "** Why does the chef in the video most likely add the peanuts and spring onions towards the end of the preparation process rather than cooking them with the chicken in the slow cooker?",
+    "options": [
+      "A. To ensure they remain visually distinct in the final dish.",
+      "B. To preserve their texture and prevent them from becoming mushy.",
+      "C. To reduce the total sodium content of the dish.",
+      "D. To avoid altering the pH balance of the slow cooker sauce."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/VctCEYhA0CA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 280,
+    "problem": "In which of the following games is consuming a specific item crucial to temporarily neutralize enemies, as indicated by the presence of a power pellet and a chasing ghost?",
+    "options": [
+      "A. Minecraft (0:09:20-0:09:30)",
+      "B. Pac-Man (0:00:50-0:01:00)",
+      "C. Final Fantasy VII (0:05:50-0:06:00)",
+      "D. Call of Duty (0:05:00-0:05:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/h8osLNUlavM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 281,
+    "problem": "What is the man's primary goal based on the sequence of actions and equipment seen throughout the video?",
+    "options": [
+      "D. Testing outdoor audio equipment for a product review",
+      "B. Creating a multimedia report about skateboarding dangers and the \"NO SKATING\" prohibition",
+      "A. Documenting the park's natural sounds for a podcast",
+      "C. Preparing to vandalize the \"NO SKATING\" sign using the keychain and scissors"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/caie3fW5_8U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 282,
+    "problem": "What is the woman's most likely overarching intention in the video, based on the recurring elements and brand references observed across the timestamps?",
+    "options": [
+      "A. The advanced setup with many yarn colors and tools suggests a complex pattern.",
+      "B. Creating a monochromatic scarf to match her yellow top and blue scarf",
+      "C. Following a specific \"Wool and the Gang\" pattern for a multi-colored patchwork blanket",
+      "D. Making promotional content for generic yarn brands through product placement"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/4XXky5Mo5p8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 283,
+    "problem": "What is the primary intention demonstrated through the progression of scenes from 0:00:00 to 0:10:00?",
+    "options": [
+      "A. To showcase various cooking techniques using peppers",
+      "B. To illustrate the lifecycle of peppers from seed to harvest to culinary use",
+      "C. To contrast the aesthetic presentation of raw vs. cooked peppers",
+      "D. To highlight the challenges of gardening in different environments"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/GnfTqF6FIcc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 284,
+    "problem": "Based on the video content, what is the **primary goal** of the expedition team shown in the later segments of the video, and how does this connect to the scientific activities depicted?",
+    "options": [
+      "A. Documenting climate change impacts on glaciers through ice core analysis",
+      "B. Training mountain rescue teams using helicopter simulations",
+      "C. Promoting eco-tourism in polar regions with aerial footage",
+      "D. Conducting geological surveys for mineral resources"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/-fNCUzVRcL4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 285,
+    "problem": "What is the primary intention behind juxtaposing the \"Rivers Re-Run Poll\" report with the \"LearnAfrica Excellence Awards\" coverage in the same broadcast, based on contextual clues?",
+    "options": [
+      "A. To distract viewers from political controversies using educational achievements",
+      "B. To promote LearnAfrica’s sponsorship of INEC’s electoral processes",
+      "C. To subtly discredit Governor Wike’s claims by contrasting them with academic success stories",
+      "D. To demonstrate balanced reporting by pairing contentious politics with non-partisan educational achievements"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/GVaWaeL9uZ0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 286,
+    "problem": "What is the vlog creators' primary intention, inferred from the progression of scenes and recurring motifs?",
+    "options": [
+      "A. Documenting a friend's birthday celebration",
+      "B. Promoting a money-themed fashion line or brand",
+      "C. Showcasing urban nightlife culture",
+      "D. Encouraging travel to shopping malls"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BwHeTDBoC-I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 287,
+    "problem": "What is the **primary intention** behind including both the charging scene (02:00-02:10) and the dashboard display of \"Dynamic mode confirmed\" (02:40-02:50) and \"ECO Comfort mode confirmed\" (02:50-03:00) in the video, given Jon Wong’s role as an auto reviews editor and the final social media prompts (04:50-05:00)?",
+    "options": [
+      "C. To demonstrate the vehicle’s versatility in balancing performance (Dynamic mode) and efficiency (ECO mode), appealing to eco-conscious buyers who still value power.",
+      "A. To emphasize the car’s compatibility with public charging infrastructure.",
+      "B. To highlight Jaguar’s historical focus on luxury over performance.",
+      "D. To create dramatic contrast for entertainment, showcasing reckless driving vs. cautious habits."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/2PwV6VS54XU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 288,
+    "problem": "Based on the recurring visual motifs and narrative progression across the video segments, which of the following best explains the relationship between the recurring \"THE REBEL\" branding and the final scene (0:05:00–0:05:10)?",
+    "options": [
+      "A. The video documents a political campaign for Jason Copping and Anne McGrath, with \"THE REBEL\" as their slogan.",
+      "B. \"THE REBEL\" is a news outlet using street interviews and indoor discussions to promote its social media channels.",
+      "C. The video critiques urban development policies, with \"THE REBEL\" representing a grassroots protest group.",
+      "D. \"THE REBEL\" is a documentary series about police interactions, concluding with a call for community support."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/nNTydSjGU_M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 289,
+    "problem": "Which sequence of scenes from the video best establishes the narrative foundation for the Skrulls' covert infiltration tactics central to \"Secret Invasion,\" requiring an understanding of their historical alliances, disguised appearances, and thematic setup?",
+    "options": [
+      "D. 0:02:40-0:02:50 (green-faced man’s tense discussion) → 0:05:00-0:05:10 (Thanos’ battle) → 0:08:20-0:08:30 (spaceship near Earth)",
+      "A. 0:00:00-0:00:10 (\"Secret Invasion\" tagline) → 0:00:40-0:00:50 (Captain Marvel’s Skrulls) → 0:03:00-0:03:10 (Skrulls in Avengers: Endgame)",
+      "B. 0:04:20-0:04:30 (Secret Invasion comic cover) → 0:06:20-0:06:30 (Vulture’s anger) → 0:09:10-0:09:20 (Agents of S.H.I.E.L.D. poster)",
+      "C. 0:01:10-0:01:20 (Spider-Man’s vulnerability) → 0:05:30-0:05:40 (Civil War collage) → 0:07:40-0:07:50 (Skrull/Avengers comic collage)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/diMrGKXceCg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 290,
+    "problem": "Which of the following news stories was **NOT** visually previewed by the three smaller images on the Law & Crime Trial Network website shown at the beginning of the video?",
+    "options": [
+      "A. A Michigan mother’s arrest for child neglect at a Meijer store",
+      "B. Ex-NBA player J.J. Hickson Jr.’s arrest for alleged burglary",
+      "C. Mary Zolkowski’s sentencing for falsely reporting a rape",
+      "D. A crime story involving a bearded man and a brown-haired woman"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/LLxiztL_9xk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 291,
+    "problem": "What is the most plausible primary purpose of the video, based on the recurring patterns of object placement and scene transitions?",
+    "options": [
+      "A. A tutorial video about outdoor photography techniques",
+      "B. A nature documentary contrasting urban and garden environments",
+      "C. A single-product advertisement for wireless charging devices",
+      "D. A compilation of advertisements for multiple tech gadgets"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/mqPBDBXbTbI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 292,
+    "problem": "Based on the video's timeline and details, which conclusion best integrates the car's features, the on-screen navigation date, and the license plate \"H3 HYU\"?",
+    "options": [
+      "B. The car is a 2023 Hyundai i30 Hybrid, with the license plate encoding the model year (\"H3\" = 2023) and the navigation date reflecting filming timing.",
+      "A. The car is a 2020 Hyundai i30 Hybrid, filmed during a promotional event on 11th November 2020.",
+      "C. The car is a 2020 Hyundai Tucson, with \"H3 HYU\" representing a dealership code.",
+      "D. The car is a 2023 Hyundai Kona Electric, with the navigation date irrelevant to the model year."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dMpR2uBE45M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 293,
+    "problem": "Which individual is most likely featured in both the educational interview segments and the later conversational scene, based on contextual clues?",
+    "options": [
+      "A. The elderly man in the black sweater",
+      "B. Elizabeth Moore",
+      "C. The game show host in the red shirt",
+      "D. Hannah, the game show contestant"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/5spa1b7KVN4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 294,
+    "problem": "Which item is repurposed across two distinct phases of the Valentine's Day project, serving both as a decorative element in baking and as a functional component in a game?",
+    "options": [
+      "C. Heart-shaped chocolates",
+      "A. White teddy bear",
+      "B. Red and pink candy jar",
+      "D. Hershey’s Kisses"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Y-r2DSZGZpM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 295,
+    "problem": "What is the most likely purpose of the man's detailed repair and maintenance actions on the red Jeep Wrangler, based on the progression of scenes and final context?",
+    "options": [
+      "A. To prepare the Jeep for a charity off-road event (\"Donate\" sign).",
+      "B. To film a promotional tutorial for a Jeep enthusiast website (\"BleepinJeep.com\").",
+      "C. To fix a mechanical issue caused by a failed hinge adjustment (0:02:10–0:02:30).",
+      "D. To sell the Jeep at a dealership (garage tools imply professional resale)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/27lzKZmkayc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 296,
+    "problem": "What is the most likely role of the man analyzing data with the boy in the garage (0:01:20-0:01:30), and which team are they affiliated with?",
+    "options": [
+      "A. Supertune Team, indicated by the van's logo at 0:00:40–0:00:50.",
+      "B. DFR Team",
+      "C. ##### From 0:02:00–0:02:10:",
+      "D. Dore Chaponick Racing, inferred from the banner at 0:01:10–0:01:20."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/gHv3ng3zg_I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 297,
+    "problem": "Based on the narrative progression and character details, which character is most likely associated with both the \"FTD\" team and the gym training scenes, and how does their attire and context connect these elements?",
+    "options": [
+      "D. - His gesturing and open mouth (0:20–0:30) suggest he is discussing team matters, possibly in a formal/professional setting tied to FTD.",
+      "A. The driver in the pink tie-dye shirt (0:00–0:10), as his phone use implies coordinating team activities.",
+      "B. The blonde man in the blue tie-dye shirt (0:10–0:20), since the \"Coach\" neon sign indicates he leads FTD.",
+      "C. The man in the black cap gesturing in front of the \"FTD Leroy Kenton\" banner (0:20–0:30), later seen lifting weights (3:00–3:10)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/hIpsIGyzt78.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 298,
+    "problem": "Based on the video, what is the most likely explanation for the man’s repeated interactions with fish tanks and equipment throughout the video, and how does the final timestamp resolve his identity?",
+    "options": [
+      "A. The man is a customer testing aquarium products at home; the final logo confirms he purchased supplies from Maidenhead Aquatics.",
+      "B. The man is a hobbyist documenting his home aquarium setup; the final logo is his social media watermark for aquatic content.",
+      "C. The man is an employee of Maidenhead Aquatics performing maintenance; the final logo reveals the store’s branding, contextualizing his earlier actions.",
+      "D. The man is a biologist conducting experiments; the final logo indicates a research partnership with the aquarium company."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/ftOzqeJXdJc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 299,
+    "problem": "Based on the video's content, what is the most likely significance of the rocks and minerals frequently shown throughout the scenes?",
+    "options": [
+      "A. A geologist studying Hungarian soil; the rocks are samples for mineral analysis.",
+      "B. A historian preserving royal traditions; the rocks symbolize ancient Hungarian artifacts.",
+      "C. A winemaker from the Szepsy vineyard; the rocks reflect the mineral-rich terroir influencing his wines.",
+      "D. A farmer promoting organic practices; the rocks are natural fertilizers for grapevines."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/h-aj9058MLo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 300,
+    "problem": "The video shows a circuit board labeled \"LATTIPANDA ALPHA\" in a workshop (0:01:10-0:01:20). Which narrative detail most likely explains its relevance to the earlier car scenes involving the Mercedes-Benz SLR McLaren?",
+    "options": [
+      "A. It powers the VR system used by the person in the camouflage jacket (0:01:20-0:01:30).",
+      "B. It is part of the \"MAGIC VISION CONTROL\" windshield wiper system mentioned earlier (0:00:40-0:00:50).",
+      "C. It connects to the fishing rod's electronic components in later outdoor scenes (0:03:40-0:04:00).",
+      "D. It controls the convertible roof mechanism of the parked car (0:00:10-0:00:20)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/aLKD5_osBKk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 301,
+    "problem": "",
+    "options": [
+      "A. patient experiences recurrent gout due to monosodium urate crystal deposits in their big toe joint. Based on the urinary system’s functional anatomy shown in the video, which labeled part of the system (1–4) is most likely malfunctioning, and which specific kidney function (listed in the slides) directly relates to this condition?",
+      "A. Part 1 (Kidneys) – Eliminate Waste",
+      "B. Part 2 (Ureters) – Regulate Blood Volume",
+      "C. Part 3 (Bladder) – Control Electrolytes",
+      "D. Part 4 (Urethra) – Maintain Blood pH"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/DiLE_2nT-ck.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 302,
+    "problem": "Based on the video's narrative structure and scene transitions, which of the following best explains the relationship between the woman eating spaghetti (0:00:00-0:00:10; 0:03:40-0:03:50) and the food preparation scenes (0:00:10-0:03:30)?",
+    "options": [
+      "A. The preparation scenes are flashbacks showing how the meal was made after initially revealing the woman enjoying it.",
+      "B. The woman is preparing the meal herself in real time, with the cooking scenes intercut with her eating.",
+      "C. The preparation scenes depict a different meal being made by another person, unrelated to the woman’s spaghetti.",
+      "D. The cooking scenes occur chronologically before the woman starts eating, with no narrative discontinuity."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/DsW9al-Ancw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 303,
+    "problem": "Based on the video's sequence and details, which of the following best explains the **primary purpose** of the video?",
+    "options": [
+      "A. A documentary about urban infrastructure, using the Mazda 3 as a symbol of modern transportation.",
+      "B. A promotional review highlighting the Mazda 3's design, features, and driving experience.",
+      "C. A narrative short film about a woman’s journey through different city locations.",
+      "D. ##### Key Elimination:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ntzsejsFmzc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 304,
+    "problem": "Based on the video, what is the most likely overarching purpose or theme of the video being described?",
+    "options": [
+      "A. A talk show interviewing Hollywood professionals about their careers.",
+      "B. A documentary exploring the history of the \"Hollywood\" sign and its cultural impact.",
+      "C. A comedic review series where hosts analyze absurd horror movies involving haunted dolls.",
+      "D. A reality TV segment about coworkers collaborating on creative projects in an office."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/qE3I74NshWo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 305,
+    "problem": "In the video, which sequence correctly orders the appearances of the Iron Throne?",
+    "options": [
+      "A. Throne in a collage → Jaime Lannister in front of it → Bran Stark seated on it",
+      "B. Jaime Lannister in front of it → Throne in a collage → Daenerys Targaryen near it",
+      "C. Bran Stark seated on it → Throne in a collage → Jon Snow approaching it",
+      "D. Throne in a collage → Bran Stark seated on it → Jaime Lannister in front of it"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/6N4gEJ_ED98.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 306,
+    "problem": "What is the primary purpose of the video, based on the evolution of its branding, scene transitions, and narrative focus across timestamps?",
+    "options": [
+      "A. A makeup tutorial series by Mackenzie Smith",
+      "B. A compilation of unrelated viral product reviews",
+      "C. An episode of a TV show hosted by Mackenzie Smith",
+      "D. Promotional content for the \"Information Overload\" YouTube channel"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/MuHM8nqY_KE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 307,
+    "problem": "** Based on the news broadcast's progression, which factor most directly contributed to the I-69 project's bond ratings being downgraded to \"junk\" status, and how did this relate to subsequent issues reported?",
+    "options": [
+      "A. Bond ratings lowered due to delays → INDOT assures timeline → Workers unpaid due to diverted funds → Focus shifts to project completion goals.",
+      "B. Workers unpaid → Delays in construction → Bond ratings downgraded → INDOT denies timeline impact.",
+      "C. Public property value concerns → Bond ratings downgraded → INDOT accelerates timeline → Workers unpaid during rushed construction.",
+      "D. Delays in construction → Bond ratings downgraded → Workers unpaid due to financial strain → INDOT insists timeline remains unchanged."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/ZDB-zqkUMd8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 308,
+    "problem": "What is the most likely overarching narrative purpose of the video, based on the progression of scenes and recurring elements?",
+    "options": [
+      "A. To advertise a yoga mat brand using diverse fitness scenarios",
+      "B. To symbolically depict the process of creative ideation (lightbulb) leading to disciplined action (fitness)",
+      "C. To document a single workout session from warm-up to cool-down",
+      "D. To promote vineyard tourism by contrasting relaxation (yoga) with agricultural labor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/C2dBKv3wavs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 309,
+    "problem": "In the video, why does the scene transition to the playroom with a blue wall and \"PLAY\" letters (0:01:00-0:01:10) immediately after Olga introduces \"STEP ONE: WHAT'S THE INTENT OF THE ROOM?\" (0:00:50-0:01:00)?",
+    "options": [
+      "A. To demonstrate how color psychology influences mood in recreational spaces.",
+      "B. To contrast professional design studios with casual home environments.",
+      "C. To provide a practical example of defining a room’s purpose before choosing colors.",
+      "D. To showcase Olga’s ability to incorporate bold colors like blue in her portfolio."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Xjd1zJpbVtY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 310,
+    "problem": "Based on the video, what was the primary reason cited for the initial failure to localize \"Persona 2: Innocent Sin\" to Western markets, and how does this connect to broader themes in the video's narrative?",
+    "options": [
+      "A. Technical limitations of PlayStation hardware made localization impossible.",
+      "B. The game's dark themes were deemed inappropriate for Western audiences.",
+      "C. - The video’s emphasis on continuity (e.g., recurring characters like Igor, thematic links across *Persona* games) aligns with the narrative consequence of splitting a duology’s localization, creating gaps in story coherence.",
+      "D. Lack of interest from the U.S. staff in advocating for the game."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/BNveuWwfJN8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 311,
+    "problem": "Based on the scene transitions and smartphone usage depicted in the video, what is the most likely narrative purpose of the man in the orange shirt's initial conversation and the subsequent smartphone interactions?",
+    "options": [
+      "A. The smartphone user is filming a tutorial, and the man in orange is a separate subject being photographed.",
+      "B. The man in orange is the smartphone user documenting his own photography hobby via self-portraits.",
+      "C. The man in orange and the person in the smartphone photos are collaborators filming each other.",
+      "D. The smartphone photos show a stranger, unrelated to the man in orange."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KCpYnEnFr48.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 312,
+    "problem": "Which platform is featured in both a technical demonstration of cloud computing and a creative presentation involving Star Wars origami, requiring the viewer to track its presence across multiple narrative contexts?",
+    "options": [
+      "A. The Daily Buzz",
+      "B. Google Video",
+      "C. YouTube",
+      "D. Azure Services Platform"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/KRtMdLGCnYM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 313,
+    "problem": "What is the most plausible narrative purpose of the grocery store scenes (0:02:20–0:03:10) in relation to the subsequent kitchen scenes featuring the two main characters?",
+    "options": [
+      "A. To show the characters buying ingredients to make homemade pizza.",
+      "B. To depict them purchasing beer to accompany their delivered Domino’s pizza.",
+      "C. To illustrate a shift in location where they decide to order pizza.",
+      "D. To introduce new characters who join them for the pizza party."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/1kRhYcuUgCg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 314,
+    "problem": "The text \"EVERY HERO HAS A BEGINNING\" (0:00:30–0:00:40) establishes the hero’s origin. Which subsequent scene most directly represents their **first major challenge** in the narrative, requiring the hero to confront a pivotal test of their abilities or resolve?",
+    "options": [
+      "A. The dimly lit alleyway with a lone figure walking away (0:00:30–0:00:40)",
+      "B. The masked character in a black suit swinging over the city (0:01:10–0:01:20)",
+      "C. The clock tower scene with the character in a red and black suit (0:00:50–0:01:00)",
+      "D. The aerial view of the bustling city at night (0:01:00–0:01:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/7_DL6zWbZOA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 315,
+    "problem": "Which of the following scenes occurs earliest in the Star Wars chronological timeline?",
+    "options": [
+      "D. Jar Jar Binks being observed by two masked figures in a dimly lit room (0:01:20–0:01:30).",
+      "A. Ahsoka Tano wielding dual lightsabers in a dark, industrial setting (0:00:30–0:00:40).",
+      "B. Sabine Wren and Kanan Jarrus holding lightsabers in a cave-like hangar (0:01:50–0:02:00).",
+      "C. A Mandalorian facing a stormtrooper in a desert environment (0:00:20–0:00:30)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/ggymCjpKDFY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 316,
+    "problem": "Based on the scenes described, which role best describes the man in the blue Pac-Man shirt throughout the video?",
+    "options": [
+      "A. A tourist’s vlog documenting his visit to a Nintendo-themed amusement park.",
+      "B. A collector’s tutorial series on organizing retro gaming memorabilia.",
+      "C. A comedy show host analyzing character inclusions in *Super Smash Bros.* via skits and panels.",
+      "D. A documentary about the history of Pac-Man and its cultural impact."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/KGmEN59F61Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 317,
+    "problem": "At 0:00:30–0:00:40, the video shows Spider-Man in a black suit on the \"Marvel Super Heroes Secret Wars\" comic cover. Which subsequent narrative arc or character theme discussed later in the video is most directly tied to this same crossover event, based on contextual transitions and recurring motifs?",
+    "options": [
+      "A. The \"Evil Raven\" arc (0:01:20–0:01:30)",
+      "B. The \"Red Hood\" storyline (0:02:50–0:03:00)",
+      "C. The \"Dark Phoenix\" saga (0:05:20–0:05:30)",
+      "D. \"The Plutonian\" introduction (0:08:00–0:08:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WXsM8tXHVUU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 318,
+    "problem": "What narrative purpose does the video's transition from the 1986 calendar (00:40-00:50) to \"Hooters Beach Rules\" (01:00-01:10) and finally to Lynne Austin (08:00-08:20) serve?",
+    "options": [
+      "A. To contrast Hooters' casual dining atmosphere with formal corporate events.",
+      "B. To establish a timeline of Hooters' branding evolution, linking its iconic calendar, thematic expansions (beach themes), and origin story.",
+      "C. To highlight the diversity of Hooters' menu offerings through seasonal promotions.",
+      "D. To resolve a conflict between restaurant staff and patrons by showcasing historical milestones."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/HGA5zVayLgs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 319,
+    "problem": "What is the primary purpose of the video demonstrated through the sequence of scenes, based on the integration of visual cues and contextual progression?",
+    "options": [
+      "A. Unboxing and reviewing a new gaming console for a tech audience.",
+      "B. Promoting a VPN service to bypass regional content restrictions.",
+      "C. Reviewing/demonstrating the setup and use of the TX6 Android TV Box, including its connectivity and streaming capabilities.",
+      "D. Providing a tutorial on installing third-party Kodi add-ons for enhanced media access."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Ep7k2AThI8w.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 320,
+    "problem": "Considering the progression of drawings and concepts across the video, which quantum mechanics principle directly explains the narrative shift from the 50% cloud (0:00:30–0:00:40) to the \"RIP 50%\" note (0:01:30–0:01:40), given the intervening discussions of deterministic systems and Bell’s Theorem?",
+    "options": [
+      "C. Bell’s Theorem",
+      "A. Heisenberg’s Uncertainty Principle",
+      "B. Quantum Tunneling",
+      "D. Schrödinger’s Cat"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/dmX1W5umC1c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 321,
+    "problem": "In the video, which sequence of scenes from \"Once Upon a Time in Hollywood\" best illustrates the narrative progression of Rick Dalton and Cliff Booth’s storyline, based on key locations and character interactions?",
+    "options": [
+      "A. \"Lancer\" building → Desert action sequence → Pool party",
+      "B. \"Lancer\" building → Musso & Frank Grill → Spahn’s Movie Ranch",
+      "C. Neon \"Ladies\" sign → Batmobile scene → Rural cabin",
+      "D. Desert highway → \"Lancer\" building → Yellow Hawaiian shirt confrontation"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/mNJQmcOSnpA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 322,
+    "problem": "Based on the video, which country is Dusty most likely guiding a tour through as an \"Adventure Guide,\" and what narrative clues support this conclusion?",
+    "options": [
+      "A. France (French flag in pizza scene; chef with French connection)",
+      "B. Italy (Italian flag in gelato/pizza scenes; classic Italian dishes)",
+      "C. Scotland",
+      "D. Vietnam (bustling market scene; man in blue shirt addressing crowd)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/HrIV2h2voTs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 323,
+    "problem": "What is the most likely narrative connection between the man recording a video (0:00:00-0:00:10) and the \"Package Thief's Poetic Justice\" scene (0:09:10-0:09:20)?",
+    "options": [
+      "A. ",
+      "B. The man is the thief, and the \"SUBSCRIBE\" button in his video foreshadows his eventual arrest.",
+      "C. The purple background in his video matches the banner in the \"Confused Intruder\" scene (0:00:20-0:00:30), linking him to the thief.",
+      "D. The thief steals the man’s luggage (0:01:30-0:01:40), prompting him to create a video about it."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/awNpjs1c2VU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 324,
+    "problem": "Based on the video's structure and content transitions, what is the most likely explanation for the shift from a \"Black Panther\" movie discussion (0:00:00–0:00:40) to \"Proposal Ambassadors\" (0:00:40–0:01:30) and later to a pet product segment (0:02:00–0:02:50)?",
+    "options": [
+      "A. The video is a news broadcast covering unrelated entertainment and lifestyle stories.",
+      "B. The entire video is a promotional campaign for \"Black Panther,\" with unrelated ads interrupting it.",
+      "C. The video is an episode of a variety/TV show (\"The List\") featuring multiple segments on movies, proposals, and pet products.",
+      "D. The \"Proposal Ambassadors\" and pet product segments are fictional subplots within the \"Black Panther\" movie."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/elYpiB0ua3s.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 325,
+    "problem": "In which location does the video suggest a connection between traditional Dutch costume photography and a live cultural performance, indicating a thematic focus on local heritage?",
+    "options": [
+      "A. Zaanstad",
+      "B. Amsterdam",
+      "C. Volendam",
+      "D. Milan"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/8sp82oZmtkY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 326,
+    "problem": "What is the man most likely preparing for throughout the video, based on the progression of his tasks and the final scene?",
+    "options": [
+      "A. A gardening competition requiring perfectly tilled soil",
+      "B. A community fair involving both agricultural displays and a decorated vehicle parade",
+      "C. Selling repaired lawnmowers and tillers at a local market",
+      "D. A routine maintenance day to clean his garage and tools"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/pClf2HBBkgM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 327,
+    "problem": "Based on the video, which scene from \"Reservoir Dogs\" most directly reflects the narrative tension created by Quentin Tarantino's celebrated dialogue, as referenced in Lawrence Bender's quoted praise for the script's quality?",
+    "options": [
+      "A. The warehouse confrontation between Mr. Blonde and the injured undercover officer (0:01:50–0:02:00)",
+      "B. The opening diner conversation with four characters (0:01:00–0:01:10)",
+      "C. The final standoff involving the briefcase and accusations of betrayal (0:02:20–0:02:30)",
+      "D. Mr. Orange’s distressed monologue while bleeding (0:02:00–0:02:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/0t5uYYGT_r8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 328,
+    "problem": "Based on the recurring narrative elements and character appearances across the video, which director’s work is most prominently featured in this video?",
+    "options": [
+      "A. Christopher Nolan",
+      "B. Quentin Tarantino",
+      "C. M. Night Shyamalan",
+      "D. Zack Snyder"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/NxwNI3k05Lk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 329,
+    "problem": "Based on the evolving context of the video, what is the **primary purpose** of the comparison between the LG and Sony smartphones across the timestamps?",
+    "options": [
+      "A. To demonstrate casual personal preferences between two friends.",
+      "B. To provide a formal product review for a tech website.",
+      "C. To advertise both brands equally in a collaborative campaign.",
+      "D. To showcase a user transferring data between devices."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8TGD5U3kcD8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 330,
+    "problem": "Which phone model is presented as part of the \"FIRST LOOK\" segment introduced by Lynn La, and what key evidence confirms this?",
+    "options": [
+      "A. Silver phone with a black screen (0:00:00–0:00:10)",
+      "B. Gold phone with Snapdragon 821 and 16MP camera (0:00:10–0:00:20)",
+      "C. LeEco Le S3 with 12:14 PM time display (0:00:30–0:00:40)",
+      "D. Red phone with app icons and \"CNET\" text (0:01:10–0:01:20)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/JhAhamUl4lc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 331,
+    "problem": "Which of the following ingredients is NOT included in Martha Collison's Rocky Road preparation as shown in the video?",
+    "options": [
+      "A. Chopped nuts",
+      "B. Marshmallows",
+      "C. Digestive biscuits",
+      "D. Peanut butter"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/GwNUGJIQ320.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 332,
+    "problem": "What is the most likely narrative explanation for the man in the red jacket and brown hat holding a knife in the kitchen scenes, given the progression of events and context from earlier timestamps?",
+    "options": [
+      "A. He is preparing food and reacting playfully to a friend’s prank.",
+      "B. He is defending himself from an escalating conflict that began with his shocked hallway encounter.",
+      "C. He is acting in a scripted social media video, as implied by the final timestamp.",
+      "D. He is attempting to steal items from the kitchen during a chaotic argument."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/MqnSXZbY8Go.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 333,
+    "problem": "Which dessert showcased in the video explicitly incorporates a gluten-free ingredient demonstrated earlier in the preparation process and aligns with the overarching theme of the video?",
+    "options": [
+      "A. Chocolate chip cookies with caramel drizzle",
+      "B. Pumpkin Spiced Affogato with cinnamon",
+      "C. Frosted gluten-free cake from the opening collage",
+      "D. Oatmeal sandwich cookies"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/npVd_lvHu_c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 334,
+    "problem": "** Which individual is depicted across multiple scenes, including conducting an interview on a radio show, appearing at a red carpet event, and participating in a news segment discussing an emotional story?",
+    "options": [
+      "A. The man in the \"Dead Presidents II\" t-shirt at the MTV VMAs",
+      "B. The woman in the silver dress at the MTV VMAs",
+      "C. The red-haired reporter with the \"HL\" microphone",
+      "D. The blonde woman in the white tank top from the intimate kissing scene"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/rmi2jFfViUM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 335,
+    "problem": "Which character's narrative progression across the collages involves a transition from contemplative reflection in a neutral environment to startled surprise in a contrasting snowy landscape, followed by a later scene where their story intersects with another character’s journey involving a map in a jungle?",
+    "options": [
+      "A. Rapunzel (\"Tangled\")",
+      "B. Kuzco (\"The Emperor’s New Groove\")",
+      "C. Tarzan (\"Tarzan\")",
+      "D. Victor (\"Corpse Bride\")"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/O0J09l5HjXI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 336,
+    "problem": "Based on the recurring visual and textual elements across multiple scenes, which character's origin story or significant plot involvement is most strongly hinted at in both \"Flicks and the City\" and the video game scene?",
+    "options": [
+      "C. Mister Sinister",
+      "A. Magneto",
+      "B. Wolverine",
+      "D. Deadpool"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Y3UnzNx8Jo4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 337,
+    "problem": "Based on the sequence of scenes and transitions, what is the most likely purpose of the man's presentations of the waterfall model, and how do the artistic creation scenes (0:00:50 onwards) relate to it?",
+    "options": [
+      "A. The man is presenting a geological survey model, and the artistic scenes depict unrelated hobbyist activities.",
+      "B. The man is demonstrating a prototype for urban water management, with the artistic scenes showing blueprint drafting.",
+      "C. The waterfall model is part of an art installation being constructed, and the artistic scenes document its step-by-step creation process.",
+      "D. - The **harmonious composition** of the model (0:00:20–0:00:30) and the **abstract, creative techniques** in the artistic scenes (e.g., zigzag paint strokes, clay sculpting) strongly support that this is an **art installation**, not a functional prototype or geological model."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_ovNbnjRUNQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 338,
+    "problem": "After Daisy pretends to host a cooking show using the red toy microphone, which activity does she most likely engage in next, based on the video's narrative progression?",
+    "options": [
+      "A. Sweeping the floor with a pink broom (0:04:50–0:05:00)",
+      "B. Washing dishes in the sink (0:03:50–0:04:00)",
+      "C. Playing with toy food on the kitchen counter (0:00:40–0:00:50)",
+      "D. Resting her head on a Minnie Mouse plush (0:05:30–0:05:40)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/2U2-Q2hfGsM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 339,
+    "problem": "What is the most likely overarching purpose of the video, based on its structural progression and key details?",
+    "options": [
+      "D. To promote an Instagram account by weaving together curated lifestyle moments",
+      "A. To advertise Clinique skincare products through a narrative about daily routines",
+      "B. To document a single continuous day in the life of a mother",
+      "C. To provide parenting tips through domestic vignettes"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/6YCOZ8xlFAg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 340,
+    "problem": "Which of the following characters is involved in both fixing the ceiling fan and later seen participating in a family outing?",
+    "options": [
+      "A. Teaching a dance class",
+      "B. Fixing a ceiling fan",
+      "C. Bowling",
+      "D. - The ceiling fan repair (0:00:20–0:00:40) involves a different man in a Captain America shirt, eliminating option B."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/l3dbMTlWkF8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 341,
+    "problem": "Which scene contains a continuity error that contradicts the BMW i3’s identity as an electric vehicle, based on the video?",
+    "options": [
+      "A. The man charges the car using a visible port (0:00:30–0:00:40).",
+      "B. The man refuels a black car with a green gas pump (0:00:40–0:00:50).",
+      "C. The car’s license plate changes from \"YC63 GYF\" to \"YC63 GFY\" (0:00:00–0:00:20 vs. 0:00:20–0:00:30).",
+      "D. The man wears a blue jacket while seated in the driver’s seat (0:04:10–0:04:20)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/DuE2eZSDBIY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 342,
+    "problem": "Based on the video's progression of tasks and contextual clues, what is the **primary purpose** of this video, and how does the man’s affiliation with Bunnings Warehouse influence this purpose?",
+    "options": [
+      "A. A documentary about construction safety, with Bunnings providing equipment.",
+      "B. Davco adhesive appears only as a material (0:00:10-0:00:20), not the focus, eliminating Option D.",
+      "C. A sponsored tutorial demonstrating a tiling project, with Bunnings promoting their materials and services.",
+      "D. An advertisement for Davco Ultraflex adhesive, with Bunnings as a distributor."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/C4JCVSPH_5A.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 343,
+    "problem": "Based on the video's content, what is the primary theme of the video featuring the woman in the gray shirt, and how does the recurring gorilla imagery connect to this theme?",
+    "options": [
+      "A. A documentary about animal behavior, using King Kong as a metaphor for primate power.",
+      "B. A critique of superhero movies, with the gorilla symbolizing the \"beastly\" overuse of CGI.",
+      "C. A ranked list of campy/cheesy films, where the gorilla represents King Kong's inclusion as a classic example.",
+      "D. A behind-the-scenes look at Ghostbusters, with the gorilla hinting at a deleted subplot."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/hFT_0zf1TlA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 344,
+    "problem": "In the video, which narrative element is used to contrast the portrayal of Uncle Ben's legacy between Tobey Maguire's Spider-Man universe and Tom Holland's MCU Spider-Man?",
+    "options": [
+      "A. The cemetery scene (0:03:50-0:04:00) explicitly confirms Uncle Ben’s death in Maguire’s universe, while Holland’s MCU scenes (0:04:40-0:04:50) deliberately avoid confirming his existence.",
+      "B. Maguire’s scenes (0:00:00-0:00:10) show Uncle Ben’s influence through dialogue, while Holland’s scenes (0:03:00-0:03:10) use visual motifs like the red and blue suit to symbolize Ben’s legacy.",
+      "C. The blurred cityscapes in Maguire’s scenes (0:00:00-0:00:10) symbolize Uncle Ben’s absence, while Holland’s scenes (0:04:20-0:04:30) use Zendaya’s character to replace Ben’s role.",
+      "D. Maguire’s black suit (0:00:30-0:00:40) represents grief over Uncle Ben, while Holland’s interaction with Tony Stark (0:03:00-0:03:10) confirms Ben’s death in the MCU."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/KAvwx6Be25A.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 345,
+    "problem": "What is the most likely narrative context for the girls' activities in the toy store scenes, given the recurring elements and transitions in the video?",
+    "options": [
+      "A. They are selecting toys for a charity donation drive.",
+      "B. They are filming an episode of \"Rainy Day Dreamers\" involving challenges.",
+      "C. They are competing in a timed shopping spree contest.",
+      "D. They are rehearsing a play about childhood imagination."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/hO2UqJbng9Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 346,
+    "problem": "Based on the video, which driver’s starting position and row number are correctly paired according to the crew chief’s involvement and the event’s structure?",
+    "options": [
+      "A. Kevin Harvick (Car #29) – Outside Row 1",
+      "B. Dale Earnhardt Jr. (Car #88) – Inside Row 6",
+      "C. Kyle Busch (Car #18) – Inside Row 9",
+      "D. Derrike Cope (Car #75) – Outside Row 9"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/CtorOGwtDEE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 347,
+    "problem": "In which scene is Nathan Brooks most likely transitioning from an on-location report to an anchor role, based on the video?",
+    "options": [
+      "A. The man in the red shirt and \"Tasmania\" hat (0:00:30–0:00:40) and the man in the red shirt with a \"HAWKS\" hat (0:01:20–0:01:30)",
+      "B. The female anchor in the studio (0:00:00–0:00:10) and the man in the pink shirt at the wire mesh door (0:01:30–0:01:40)",
+      "C. The reporter in the red shirt and black bucket hat (0:00:10–0:00:20) and the news anchor in a black suit by the caravan (0:01:00–0:01:10)",
+      "D. The man in the pink shirt facing the brick building door (0:00:20–0:00:30) and the man with the yellow-logo hat (0:00:50–0:01:00)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/PnEpdxIN7Vs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 348,
+    "problem": "Based on the video's narrative and depicted cooking process, which critical ingredient or step is **omitted** during the sauce preparation despite being shown earlier, creating a potential inconsistency in the recipe's logical flow?",
+    "options": [
+      "A. ##### From [0:01:30 to 0:01:40]:",
+      "B. Incorporating Kirkland ground Saigon cinnamon into the sautéed vegetables",
+      "C. Draining the pasta after boiling",
+      "D. Using fresh herbs from the glass bowl"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4Gsx_dmqk5o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 349,
+    "problem": "At the car show, a car with the Donovan Engine and a historical speed trial award is most likely to have which license plate, and what key feature distinguishes it from another car with a similar plate?",
+    "options": [
+      "A. \"J45\"; exposed red engine",
+      "B. \"AJ45\"; orange body with yellow license plate",
+      "C. \"D 693\"; Bonneville 2nd Place plaque",
+      "D. Thus, only Option C connects the Donovan Engine, Bonneville award, and plate \"D 693\" through multiple timestamps, while other plates are tied to unrelated cars."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/IFxPV_-GDew.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 350,
+    "problem": "Why is the young man's left arm in a blue cast during the earlier couch scenes (0:00:00–0:00:30), and how does this connect to the narrative structure of the video?",
+    "options": [
+      "A. He injured it during a skateboarding trick, shown later in the video as part of a nonlinear narrative.",
+      "B. He broke it playing basketball, as hinted by the later basketball scene (0:06:30–0:06:50).",
+      "C. He was in a car accident, implied by the parked car in the skateboarding scene (0:01:10–0:01:20).",
+      "D. He sustained the injury during a fight, referenced by the \"peace sign\" symbolism in the early scenes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/2TqUMKVVwiw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 351,
+    "problem": "During which time segment does the reviewer first appear in a split-screen collage featuring the \"Solo: A Star Wars Story\" movie poster while wearing a t-shirt with a red and blue logo?",
+    "options": [
+      "A. 0:00:20–0:00:30",
+      "B. 0:00:40–0:00:50",
+      "C. 0:03:50–0:04:00",
+      "D. 0:05:40–0:05:50"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/mQ7vo1IvQlY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 352,
+    "problem": "What is the primary narrative purpose of including both the scenes inside the fire station and the interactions in the blue-walled room with framed pictures?",
+    "options": [
+      "A. A training session for new firefighters",
+      "B. A documentary about fire truck mechanics",
+      "C. A community outreach program led by firefighters",
+      "D. A personal story about the firefighter’s family life"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/E1cHl-bP1c8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 353,
+    "problem": "What is the chronological sequence of the man's key appearances and role transitions in the video?",
+    "options": [
+      "A. Standing next to the SUV → Driving the SUV → Standing in a \"Racing\" shirt",
+      "B. Driving the SUV → Standing next to the SUV → Explaining obstacle challenges",
+      "C. Standing in a \"Racing\" shirt → Navigating \"Camel Humps\" → Parking at \"START\"",
+      "D. Testing \"Axle Bender\" → Standing at \"START\" → Reporting for \"NEWS 18\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/_1BDlG34sfY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 354,
+    "problem": "What inconsistency in the video's setting suggests it combines footage from two different presentations?",
+    "options": [
+      "A. The man’s sweater changes from blue to gray between scenes, and the table alternates between radios and film reels.",
+      "B. The banner shifts between \"The Center for History of Psychology\" and \"TEDx Akron,\" while the topic transitions from psychology to recording technology.",
+      "C. The green sculpture disappears and reappears abruptly, and the man’s gestures vary inconsistently.",
+      "D. The posters alternate between English and another language, and the audience visibility fluctuates."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/csRki2j7ll4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 355,
+    "problem": "Based on the video's narrative progression and recurring elements, what is the most likely purpose of the video and the role of \"www.BargainPrincess.com\"?",
+    "options": [
+      "A. A documentary about Parisian architecture, with the website offering historical resources.",
+      "B. REASONS:",
+      "C. An advertisement for a luggage brand, with the leopard-print suitcase as the focus and the website for purchases.",
+      "D. ##### Overall:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/JX6IZMq9sT0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 356,
+    "problem": "What is the most likely relationship between the woman and the young boy featured in the video?",
+    "options": [
+      "A. Colleagues working on a project",
+      "B. Mother and son",
+      "C. Teacher and student",
+      "D. Neighbors sharing a meal"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0feqtZet6_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 357,
+    "problem": "If a viewer selects a movie genre from the interactive menu (0:00:00–0:00:10) that corresponds to the narrative shown in the \"FORBIDDENLOVE\" scenes (0:00:50–0:02:00), which movie title from the menu would they most likely have chosen?",
+    "options": [
+      "A. A Timeless Tale",
+      "B. Collision Course** implies action (linked to *Machete Kills* at 0:04:30–0:05:00), **C. Disney Confidential** suggests corporate intrigue (no Disney link here), and **D. Childhood Journey** implies coming-of-age (irrelevant to the romantic tragedy shown).",
+      "C. Disney Confidential",
+      "D. Childhood Journey"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/l88q_WN6cWI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 358,
+    "problem": "Based on the transitions and narrative elements across the timestamps, who is most likely the **main host** of the television show, and what contextual clues confirm this?",
+    "options": [
+      "C. Rachael Ray, inferred from the show's logo and promotional graphic.",
+      "A. The man in the red and white checkered shirt, due to his consistent central presence and animated gestures.",
+      "B. The woman in the black top, as she becomes increasingly involved in kitchen demonstrations.",
+      "D. Both the man and woman equally, since they share screen time during cooking segments."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/ZFJfY4NDt98.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 359,
+    "problem": "The video transitions from a scene in \"Dune\" (0:00:00–0:00:10) to multiple promotional interviews for \"After Earth\" (starting at 0:00:30). What narrative or thematic justification best explains this structural choice, based on the video?",
+    "options": [
+      "A. Both works feature desert settings, emphasizing survival in harsh environments.",
+      "B. The young boy in \"Dune\" mirrors Jaden Smith’s role in \"After Earth,\" highlighting a shared focus on youthful protagonists.",
+      "C. The low-angle cinematography in \"Dune\" matches the interview backdrops, creating visual continuity.",
+      "D. Both narratives explore parent-child relationships central to their plots, reinforced by Will and Jaden Smith’s real-life dynamic."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/VX0FswlIkUk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 360,
+    "problem": "Based on the workflow and narrative progression shown in the video, what is the **most likely final product** manufactured by the company \"KREIDL CNC,\" and which scene sequence best supports this conclusion?",
+    "options": [
+      "C. Precision mechanical watch components (supported by 0:00–0:10 dial gauge use and 3:50–4:00 copper-part measurement)",
+      "D. Structural steel beams (supported by 2:50–3:00 robotic arm lifting metal objects)",
+      "A. Architectural scale models (supported by 0:50–1:00 office 3D building design)",
+      "B. Industrial CNC machine parts (supported by 3:20–3:30 \"MITSUBISHI\" machine operation)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/2HHwnEAWKS4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 361,
+    "problem": "How does the video's structure and recurring visual motifs suggest the manifestation of the \"curse of Thomas the Tank Engine\" mentioned in the opening video frames?",
+    "options": [
+      "A. The curse traps characters in a looping nightmare of past traumas, reflected in collages of derailed trains and distressed expressions.",
+      "B. The curse causes a child to hallucinate the amusement park scenes, symbolized by their fearful expressions under the blanket.",
+      "C. The curse transforms cheerful daytime settings (like the Christmas park) into dark industrial landscapes (e.g., shipwrecks).",
+      "D. The curse is a meta-narrative device created by fan-made content, as shown in the \"favorite fan made video\" overlay."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/H0wBDUA_Nsg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 362,
+    "problem": "Based on the video's evolving scenes and contextual clues, what is the most likely unifying cause of the protests depicted across the timestamps?",
+    "options": [
+      "A. A labor strike demanding better wages",
+      "B. Opposition to an energy infrastructure project",
+      "C. A movement for democratic political reforms",
+      "D. Environmental activism against deforestation"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_Yb7bXVx_IY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 363,
+    "problem": "Why was the red Lego cake smashed with a blue hammer during the 0:00:30–0:00:40 timestamp?",
+    "options": [
+      "A. To create crumbled cake pieces as a base for forming cake pops.",
+      "B. To test the structural integrity of the Lego-themed design.",
+      "C. To prepare the cake for a smooth frosting application.",
+      "D. To discard a failed baking attempt before starting over."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/co81n3wdN_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 364,
+    "problem": "Based on the video, which skyscraper is explicitly named during its construction phase *and* also described earlier in the video as a completed architectural marvel, requiring the viewer to connect its dual portrayal as both a work-in-progress and a finished landmark?",
+    "options": [
+      "A. Empire State Building",
+      "B. One World Trade Center",
+      "C. Steinway Tower",
+      "D. Taipei 101"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/X3zJdP4ltyE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 365,
+    "problem": "Based on the interactions and contextual clues across the scenes, which organization is most likely responsible for awarding the golden trophy prominently featured in the library scenes?",
+    "options": [
+      "A. Art Quarterly magazine",
+      "B. The British Museum",
+      "C. A medieval royal court",
+      "D. The Art Fund"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/dMv3NFJVmBE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 366,
+    "problem": "Which individual is most likely the host of \"The AntsCanada Ants Show,\" based on their consistent appearances and narrative connections across multiple scenes?",
+    "options": [
+      "A. The man in the white t-shirt with the green parrot (0:00:00–0:00:10)",
+      "B. The masked man in the black leather jacket on the dimly lit TV show (0:00:10–0:00:20)",
+      "C. The man in the blue shirt and glasses on the store television (0:00:30–0:00:40)",
+      "D. The man in the straw hat holding the glass container with a plant (0:00:40–0:00:50)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/P3yTPOxaOeQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 367,
+    "problem": "Based on the video's structure and transitions, which sequence best represents the most likely progression of Laura Lee's video segments?",
+    "options": [
+      "A. Introduction → Casual Conversation → Makeup Tutorial → Product Unboxing → Closing Remarks",
+      "B. Direct Address & Introduction → Passionate Speech/Demonstration → Product Unboxing → Detailed Makeup Application → Split-Screen Transition to New Segment",
+      "C. Product Demo → Makeup Tutorial → Q&A Session → Unboxing → Bloopers",
+      "D. Unboxing → Makeup Application → Social Media Shoutout → Behind-the-Scenes → Split-Screen Reaction"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dR8zHQ3odLA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 368,
+    "problem": "What is the overarching structural narrative of the video implied by the video, and how do the recurring visual elements reinforce this?",
+    "options": [
+      "B. A reverse numerical countdown from 10 to 1, with each number highlighting a different figure/topic",
+      "A. A biographical documentary about Rebecca Felgate's career highlights",
+      "C. A series of unrelated \"TOP 10\" list segments compiled from Rebecca Felgate’s social media content",
+      "D. A promotional montage for Michigan State University’s alumni achievements"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/PXorXI6lMRQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 369,
+    "problem": "Based on the broadcast’s progression and contextual clues, which film was **explicitly highlighted as a nominee or winner in the \"Motion Picture, Drama\" category** during the KCAL 9 coverage of the Golden Globes?",
+    "options": [
+      "A. *The Grand Budapest Hotel*",
+      "B. *Boyhood*",
+      "C. *The Theory of Everything*",
+      "D. *Birdman*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/C1DsU368r70.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 370,
+    "problem": "Based on the recurring narrative elements and character actions, what is the most logical explanation for why the purple sports car is missing a front wheel in the later garage scene (0:08:20-0:08:30)?",
+    "options": [
+      "A. The wheel was removed for a promotional photo shoot with Skol Wheels.",
+      "B. The car sustained damage during off-road driving shown earlier.",
+      "C. The man is preparing to replace it with the Kenda tire unboxed earlier.",
+      "D. The white dog from the hallway accidentally caused mechanical damage."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/PeTkOFvF1WA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 371,
+    "problem": "What is the most likely narrative transition occurring between the first segment (0:00:00–0:02:00) and the subsequent segments (0:02:10 onward) of the video?",
+    "options": [
+      "C. The focus moves from establishing the setting/character to demonstrating beauty or lifestyle products.",
+      "A. The video shifts from a casual room tour to a high-energy dance performance.",
+      "B. ",
+      "D. The scene changes from a professional studio setup to an outdoor environment."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/66ttEJuJcvQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 372,
+    "problem": "What is the primary narrative purpose of the video, as indicated by the recurring elements and transitions between scenes?",
+    "options": [
+      "A. Promoting the Vans Warped Tour through event highlights and interviews",
+      "B. Documenting a car show featuring FIAT vehicles",
+      "C. Advertising the \"Senses Fail\" band's performance schedule",
+      "D. Showcasing a music festival's \"Off the Wall\" theme unrelated to sponsors"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/EczWmgY1DC0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 373,
+    "problem": "",
+    "options": [
+      "A. viewer is trying to determine why Unathi Bhinqose, the Eastern Cape Transport Department spokesperson, was interviewed during the \"SA TODAY\" broadcast. Based on the progression of news segments and contextual clues, which event MOST LIKELY prompted their commentary?",
+      "A. A celebrity sexual assault case involving Steven Seagal",
+      "B. Raf Simons' departure from Calvin Klein in the fashion industry",
+      "C. A white van accident caused by high-speed driving in a rural area",
+      "D. A fatal taxi rollover due to a burst tire in the Eastern Cape"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/hGST2zp5xnk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 374,
+    "problem": "Based on the video's depicted scenes, in which order does Thanos acquire the Infinity Stones, as indicated by the color of the orbs he holds?",
+    "options": [
+      "A. Space Stone (blue) → Reality Stone (red)",
+      "B. Reality Stone (red) → Power Stone (purple)",
+      "C. Time Stone (green) → Soul Stone (orange)",
+      "D. Mind Stone (yellow) → Space Stone (blue)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/kvXs2wnJ8ms.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 375,
+    "problem": "Which individual is a co-founder of Park Tool and shares a familial relationship with the current President and CEO, as suggested by their surnames and roles?",
+    "options": [
+      "D. Steve Flagg",
+      "A. Art Engstrom",
+      "B. Howard Hawkins",
+      "C. Eric Hawkins"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KuEPiIVV-jY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 376,
+    "problem": "Why is the white Mercedes-Benz SLS AMG seen from 0:00:30-0:00:40 available for purchase, while the blue sports car from 0:00:10-0:00:20 is not?",
+    "options": [
+      "A. The Mercedes has a visible price tag, while the blue car’s price is crossed out.",
+      "B. The Mercedes is in a showroom, while the blue car is parked on a street.",
+      "C. The blue car is a prototype, while the Mercedes is a production model.",
+      "D. The Mercedes is a newer model year than the blue car."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/RXV8RODBM5g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 377,
+    "problem": "Based on the sequence of actions and transitions observed in the desktop activities, what is the user’s most likely end goal, and what critical oversight might cause their process to fail?",
+    "options": [
+      "A. Goal: Recording gameplay with Fraps; Oversight: Incorrect audio settings for game sound capture",
+      "B. Goal: Playing \"Trials Evolution Gold Edition\"; Oversight: Failing to apply a crack to bypass the update check after mounting the torrented ISO with DAEMON Tools",
+      "C. Goal: Creating a virtual machine with Ubuntu; Oversight: Insufficient RAM allocation in system properties",
+      "D. Goal: Burning a music CD with \"I’m Feeling Lucky\"; Oversight: Using an incompatible disc format for the DAEMON Tools burner"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/mxkRdaVapV8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 378,
+    "problem": "What is the result of the gender reveal, and which evidence from the video supports it?",
+    "options": [
+      "A. Boy; the balloon’s black color and the presence of a male baby in the initial scene.",
+      "B. Girl; the \"No colour change\" instruction matching the test’s outcome and recurring pink elements in later scenes.",
+      "C. Boy; the use of red cabbage (a pH indicator for acidity) and the presence of a glass of red wine.",
+      "D. Girl; the young girl in pink appearing in multiple scenes and the text \"Tell us below\" at the end."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/HQ4Tq8h8CjM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 379,
+    "problem": "Based on the video, what is the most likely identity of the man interacting with the Honda Civic Type R?",
+    "options": [],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/PHrKjemXsoE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 380,
+    "problem": "Based on the video's narrative and visual cues, what primary service does \"The Restoration Couple\" most likely offer, and how does the final scene (0:09:20–0:09:30) reflect this service?",
+    "options": [
+      "A. Home renovation; the pub scene shows their interior design work.",
+      "B. Family portrait photography; the logo and framed photos in the pub highlight their focus on family memories.",
+      "C. Restoration of old photographs and frames; the pub's nostalgic decor includes frames they repaired, reflecting their craft.",
+      "D. Pub interior design; the final scene is an example of their commercial refurbishment projects."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/-s2wQYnizAQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 381,
+    "problem": "The video includes several instances where numbers appear in forest scenes alongside snakes or glowing eyes. Considering the video's thematic focus on cryptids (e.g., Loch Ness Monster, Bigfoot) and transitions between natural and mythical elements, what do these numbers most likely represent?",
+    "options": [
+      "A. The number of snakes visible in each scene",
+      "B. A countdown sequence leading to the final cryptid (a dragon)",
+      "C. References to historical dates of cryptid sightings",
+      "D. The order of cryptids discussed in the \"Crypto Fun Friday\" segment"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/D6nyKgPxFDE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 382,
+    "problem": "Based on the sequential actions and contextual clues in the video, which dish is the woman most likely preparing, and what narrative element confirms this?",
+    "options": [
+      "A. Stir-fry (newly chopped vegetables and meat appear abruptly at 0:01:00)",
+      "B. Salad (raw vegetables and nuts dominate ingredients from 0:01:30 onward)",
+      "C. Chicken soup",
+      "D. Dessert (honey and milk suggest baking at 0:02:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/MO_Seq9IsDE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 383,
+    "problem": "Which large-scale Lego model's design most likely draws direct inspiration from the young boy's initial truck creation, based on color scheme continuity and narrative progression?",
+    "options": [
+      "A. The Star Wars Millennium Falcon (0:00:30–0:00:40: white with red accents)",
+      "B. The 44-foot-long white/red Lego spaceship in the city (0:00:40��0:00:50)",
+      "C. The Kennedy Space Center’s blue Lego spaceship (0:03:30–0:03:40)",
+      "D. The blue Volvo XC90 SUV with \"LEGOAND\" license plate (0:03:00–0:03:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Dhsvwu3xEnw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 384,
+    "problem": "What is the **primary purpose** of the video, based on the interplay between TFLTRUCK's promotional content and the recurring scenes involving musical equipment and vehicle loading/unloading?",
+    "options": [
+      "A. To promote TFLTRUCK's trucks by demonstrating their cargo capacity for musicians' gear.",
+      "B. To advertise a camping gear brand using TFLTRUCK's vehicles as a backdrop.",
+      "C. To showcase a delivery service partnership between TFLTRUCK and Platinumship.",
+      "D. To document the history of TFLTRUCK's involvement in automotive safety testing."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/Gyh85Pz0J4o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 385,
+    "problem": "What is the most likely primary identity of the man in the video, based on the progression of scenes and contextual clues?",
+    "options": [
+      "A. A tech reviewer for a YouTube channel named \"Supersaf\"",
+      "B. A representative of Lenovo demonstrating their Smart Display",
+      "C. A Samsung employee unboxing new products",
+      "D. A professional photographer showcasing camera equipment"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/eoebdh28kEs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 386,
+    "problem": "Which of the following correctly describes the structural progression of the video based on the provided video frames?",
+    "options": [
+      "C. Phone interviews → Studio discussions → Live sports coverage → Promotional content",
+      "A. Studio discussions → Phone interviews → Live sports coverage → Promotional content",
+      "B. Phone interviews → Live sports coverage → Promotional content → Studio discussions",
+      "D. Live sports coverage → Studio discussions → Phone interviews → Promotional content"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/CBMWQGciK3U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 387,
+    "problem": "Considering the progression of scenes and contextual clues across the video, what is the most likely overarching narrative structure of the video?",
+    "options": [
+      "A. A documentary about urban architecture, transitioning into a live winter festival performance.",
+      "B. REASONS:",
+      "C. A fictional drama about rival conductors competing for a prestigious conducting role.",
+      "D. A news report about weather conditions, followed by unrelated musical performances."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0XOTNLsUO1o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 388,
+    "problem": "What role does the woman introduced in the city scenes (0:00:00–0:00:30) most likely play in relation to the virtual reality game segments later in the video?",
+    "options": [
+      "A. She is a developer of the VR game shown in the office and concert scenes.",
+      "B. She is a journalist or reviewer demonstrating the VR game's immersive experience.",
+      "C. She is an in-game character modeled after a real musician performing in the virtual concerts.",
+      "D. She is a musician using VR to rehearse for a live performance depicted in the later scenes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/PR5b0EsSda4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 389,
+    "problem": "What thematic connection is established between the opening Department of Education seal (0:00:00–0:00:10) and the later appearances of media figures like Jordan Maxwell, Rudy Giuliani, Rupert Murdoch, and N. Rockefeller’s quotes about RFID chips (0:05:10–0:05:20), as framed by the video’s narrative structure?",
+    "options": [
+      "A. The video critiques educational policies by contrasting them with entertainment media.",
+      "B. The video links institutional authority (e.g., government, media) to narratives of control and societal manipulation.",
+      "C. The video emphasizes the role of technology in improving public education and media transparency.",
+      "D. The video celebrates bipartisan political collaboration through historical film references."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/7shOLmhl5-8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 390,
+    "problem": "Which of the following scenes is most likely part of the same narrative thread introduced by the news anchor’s report, based on contextual and visual continuity?",
+    "options": [
+      "C. The split-screen TV broadcast showing a kayaker and a docked boat (0:02:20–0:02:30).",
+      "A. The man in the black \"Coffee Roasters\" shirt preparing his kayak on the beach (0:00:40–0:00:50).",
+      "B. The construction team assembling a wooden structure on a green truck (0:01:20–0:01:30).",
+      "D. The person carrying a Canadian flag-adorned kayak on a beach (0:01:40–0:01:50)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Jxfo2oQN07I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 391,
+    "problem": "Based on the video's narrative and scene transitions, what evidence suggests that the presentation was pre-recorded and edited, rather than being a single continuous take?",
+    "options": [
+      "A. The man's t-shirt design changes between scenes where he is discussing different computer components.",
+      "B. The computer tower's brand (Corsair vs. Gigabyte) alternates in different segments.",
+      "C. The background shifts from a wooden wall to a kitchen cabinet in sequential timestamps.",
+      "D. The BIOS timestamps show inconsistent dates (February 14th vs. May 12th, 2014) during the tutorial."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/Nj4ixZE7EWo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 392,
+    "problem": "Based on the video, what role does the man in the blue jacket and sunglasses most likely play in the context of the \"SHMEE 150\" dealership?",
+    "options": [
+      "A. A customer test-driving a car",
+      "B. A salesman promoting the dealership's vehicles",
+      "C. A car reviewer showcasing the dealership's luxury cars",
+      "D. A tourist visiting the dealership out of curiosity"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/LI5G8XPWhXc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 393,
+    "problem": "Based on the video, if the man follows a structured sequence in his global cooking adventure, which country's cuisine is he most likely to feature after Ecuador, and what evidence supports this?",
+    "options": [
+      "A. Peru, due to the visible Peruvian dish in the final timestamp.",
+      "B. Egypt, indicated by the text \"NEXT WEEK: EGYPT\" in a later scene.",
+      "C. Mexico, inferred from the recurring use of corn in multiple dishes.",
+      "D. Brazil, suggested by the globe's focus on South America."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0u3IHUZVROg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 394,
+    "problem": "After the man in the blue bicycle-patterned sweater (seen driving at 0:02:00-0:02:10 with the \"Sangenjaya/Kamiuma\" highway sign) later appears at a pond looking surprised while holding a key (0:05:30-0:05:40), and is later shown with a Monster Energy drink in a car (0:07:20-0:07:30), which location is he most likely traveling to next based on contextual clues?",
+    "options": [
+      "A. Kamiuma (as indicated on the highway sign)",
+      "B. A coastal walkway (0:04:20-0:04:30)",
+      "C. Shibuya",
+      "D. Edo-Tokyo Museum (listed on the same highway sign)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/IapXmSmJ3Y8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 395,
+    "problem": "Based on the recurring elements and narrative progression in the video, what is the **primary origin and significance** of the phrase \"Grand Dad\" across the video?",
+    "options": [
+      "A. A nostalgic cereal brand advertised in the video’s collage segments",
+      "B. A meme originating from a bootleg Mario game referenced in multiple scenes",
+      "C. A character from *The Flintstones* used in parody game covers",
+      "D. The title of a 1992 Capcom Olympic-themed video game"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/1Ota-eJVc_o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 396,
+    "problem": "What is the most likely outcome of the interactions between the two men in the black and gray suits, and which visual elements across the timeline best support this conclusion?",
+    "options": [
+      "A. They are competitors debating smartphone specs; supported by their focused phone use and the Sony logo.",
+      "B. They finalized a partnership between Sony and Android Authority; supported by their handshake in front of Sony branding and repeated \"ANDROID AUTHORITY\" text.",
+      "C. They are journalists interviewing each other; supported by the microphone and convention center activity.",
+      "D. They are demonstrating a gaming app; supported by the smartphone game displays and active interaction."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_PlD2UUpQgI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 397,
+    "problem": "What is the most likely narrative purpose of the recurring woman in the gray sweater, given her interactions with shifting backgrounds and elements like the \"TOP 10 NERD\" banner and DC character illustrations?",
+    "options": [
+      "A. She is a news reporter analyzing real-world superhero trends.",
+      "B. She is a fictional character trapped in a surrealist story.",
+      "C. She is a host/narrator presenting a \"Top 10\" DC-themed list video.",
+      "D. She is an actress filming multiple unrelated scenes for a trailer."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/gErtjguhPhA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 398,
+    "problem": "Based on the video, which of the following best explains the relationship between the woman in the red outfit (0:00:00-0:00:10) and the woman in the black outfit (0:00:10-0:00:20)?",
+    "options": [
+      "A. The creature from the first scenes evolves into the marine animals later shown, symbolizing transformation.",
+      "B. The first scenes are part of a fictional monster film, while later scenes shift to a documentary about real-world creatures.",
+      "C. The woman attacked by the creature in the industrial area is rescued by the group in the red jeep exploring the forest.",
+      "D. The crabs and worms are part of the creature’s natural habitat, foreshadowing its return in the underwater scenes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/oCLuY40mjsw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 399,
+    "problem": "The opening collage (0:00:00–0:00:10) juxtaposes the workshop scene with a license plate reading \"GO PRO! THE FAMILY HANDYMAN.\" Based on later timestamps, what narrative purpose does this license plate MOST likely serve?",
+    "options": [
+      "A. It metaphorically represents the man’s struggle to \"push the globe\" in the vintage illustration.",
+      "B. It subtly introduces the title of the show before the TV logo is visibly revealed at 0:02:40.",
+      "C. It indicates the workshop is sponsored by a car company named \"GO PRO!\"",
+      "D. It foreshadows the man’s eventual transition from DIY work to professional carpentry."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Ex6F8AhupOA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 400,
+    "problem": "How does the video suggest McBride Skatepark's establishment connects to Long Beach's broader social challenges and the Tony Hawk Foundation's role?",
+    "options": [
+      "A. The skatepark was built to replace abandoned basketball courts, directly reducing crime through sports.",
+      "B. The skatepark's creation addressed high crime rates by providing youth activities, supported by the foundation's funding and community events.",
+      "C. The skatepark symbolized urban decay until the foundation renovated it, attracting tourists.",
+      "D. The skatepark succeeded because it was featured in a viral video of Luke, the 12-year-old skateboarder."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/gyzcdmmRWi0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 401,
+    "problem": "Which sequence correctly traces the historical narrative of Skylab from its curation to its depiction in orbit, based on the video's scenes?",
+    "options": [
+      "A. Museum model (0:00:10–0:00:20) → Satellite control room (0:02:40–0:02:50) → Rocket launch (0:01:50–0:02:00) → Skylab in orbit (0:04:50–0:05:00)",
+      "B. Museum model (0:00:10–0:00:20) → Industrial meeting (0:00:20–0:00:30) → Skylab logo in control room (0:03:50–0:04:00) → Skylab in orbit (0:04:50–0:05:00)",
+      "C. Industrial meeting (0:00:20–0:00:30) → Museum model (0:00:10–0:00:20) → Rocket launch (0:01:40–0:01:50) → Skylab in orbit (0:04:40–0:04:50)",
+      "D. Museum model (0:00:10–0:00:20) → Control room with satellite (0:02:40–0:02:50) → Skylab logo in orbit (0:04:40–0:04:50) → Skylab emblem (0:04:50–0:05:00)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/JZNKVnDvQY4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 402,
+    "problem": "Considering the narrative progression and thematic elements across the video, what is the **primary purpose** of the man holding the bird in the early scenes (0:00:00–0:00:30), and how does it connect to the later museum exhibit (0:01:40–0:01:50) and historical references (0:01:30–0:01:40)?",
+    "options": [
+      "A. To showcase a rare bird species for entertainment, contrasting with the museum’s focus on industrial machinery.",
+      "B. To foreshadow the extinction of the bird, directly referencing Martha’s death in the collage.",
+      "C. To establish a theme of human interaction with wildlife, later reinforced by the museum’s conservation message and the passenger pigeon’s extinction.",
+      "D. To introduce the man as an artist, later revealed to be painting the birds in the museum exhibit."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/mvjoc8gwwK8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 403,
+    "problem": "Based on the video, which event is the video documenting, and what key recurring elements support this conclusion?",
+    "options": [
+      "A. NAB Show (National Association of Broadcasters) – \"NABSHOW\" banner, cameras/microphones, \"NAB 2014\" signage, and Corridor Digital branding",
+      "B. ##### Key eliminations:",
+      "C. E3 Expo – Gaming equipment, \"Scorpio\" branding, and live broadcasts",
+      "D. Comic-Con – Costumed attendees, \"GLIDECAM\" props, and film-related booths"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/NxuYj6vmVZw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 404,
+    "problem": "What is the most likely role of the man in the wheelchair wearing a white sweatshirt with a red \"I\" (seen in multiple scenes), and how does his presence connect to the overarching narrative of inclusivity and sportsmanship in the video?",
+    "options": [
+      "A. He is a coach for the Illinois basketball team, mentoring players and fostering teamwork.",
+      "B. He is a sports commentator/reporter affiliated with the Illinois team, highlighting stories of inclusion.",
+      "C. He is a former basketball player turned advocate, participating in community outreach events.",
+      "D. He is a fan representing the Illinois mascot, symbolizing team spirit at public events."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/PmukEpPmSwo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 405,
+    "problem": "Which movie is featured in both the \"Visual Effects\" category during the movie night event and the Oscars nominations segment, based on its repeated appearances across timestamps?",
+    "options": [
+      "A. Mad Max: Fury Road",
+      "B. The Revenant",
+      "C. Fifty Shades of Grey",
+      "D. The Big Short"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/Ei0adVzahcY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 406,
+    "problem": "Based on the sequential actions and objects shown in the video, which meal is the woman most comprehensively preparing, and what key evidence confirms this?",
+    "options": [
+      "A. A stir-fry — evidenced by chopped vegetables and a knife.",
+      "B. Miso soup — suggested by the slow cooker and liquid pouring.",
+      "C. Sushi rolls",
+      "D. Rice pudding — implied by the rice cooker and yellow liquid (milk/vanilla)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WRKz8f1EqdU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 407,
+    "problem": "Based on the video, which of the following best explains the variation in the trunk's cargo capacity (550L vs. 1600L) and the inclusion of diverse cargo items?",
+    "options": [
+      "A. The family trip scenes are flashbacks, while the carwow collages represent the present-day review of the SUV.",
+      "B. The video intercuts a fictional family’s use of the BMW X3 with promotional content showcasing its technical features.",
+      "C. The carwow collages depict the family modifying the SUV for their trip to Cornwall.",
+      "D. The family trip scenes are part of a carwow advertisement, with the collages serving as unrelated interruptions."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/J_B6XC50gW8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 408,
+    "problem": "What is the primary narrative progression of the video, as indicated by the transitions between scenes and topics?",
+    "options": [
+      "A. A technical review of car interiors → Analysis of EV market trends → Promotions for tire companies",
+      "B. Advocacy for automotive safety technology → Exploration of industry challenges/opportunities → Showcase of specific car models/upgrades → Corporate sponsorships",
+      "C. Host introduction → Test drives of luxury vehicles → Weather-related driving demonstrations → Investor pitches",
+      "D. Historical overview of car design → Comparisons of international automotive policies → Partnerships with tech companies"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/6NjC0kRqs5w.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 409,
+    "problem": "Based on the chronological progression of scenes described in the video, what is the **primary purpose** of the video, and how do the transitions between scenes support this purpose?",
+    "options": [
+      "A. To demonstrate the unboxing of a new OLALA power bank.",
+      "B. To provide a tutorial on charging an iPhone using a power bank.",
+      "C. To present a product review of the OLALA power bank by CraigShipp.com.",
+      "D. To advertise the CraigShipp.com website as a tech review platform."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/cOFfCeB_xic.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 410,
+    "problem": "What is the most plausible narrative connection between the man featured in the collage (0:00:00–0:00:10) and later scenes involving surveillance technology and YITU?",
+    "options": [
+      "A. The man is a civilian unknowingly being tracked by facial recognition systems developed by YITU.",
+      "B. The man’s grid of numbers/letters in the collage symbolizes encrypted data he is stealing from YITU.",
+      "C. The man is a YITU employee demonstrating how their AI maps facial features (e.g., headphones for audio analysis, grid for recognition patterns).",
+      "D. The man represents a generic urban citizen, with no direct link to the surveillance narrative."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/lH2gMNrUuEY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 411,
+    "problem": "Based on the video segments described, which of the following best explains the **primary narrative purpose** of the recurring \"TEAM EDGE\" banner and competitive activities (e.g., ball-throwing, labeled losses, timed challenges) across multiple scenes?",
+    "options": [
+      "A. To emphasize a formal corporate team-building retreat with structured networking.",
+      "B. To frame the event as a televised game show or competitive team challenge.",
+      "C. To document a charity fundraiser with interactive guest activities.",
+      "D. To highlight a casual social gathering with improvised games among friends."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Zx2Bzl5-ZsA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 412,
+    "problem": "Based on the video, which vehicle is most consistently associated with the man in the red shirt and black baseball cap across multiple timestamps, indicating his ownership or primary use?",
+    "options": [
+      "A. The silver Porsche 911KCW (King Kong edition) with smoke from its tires",
+      "B. The green motorcycle parked on gray asphalt",
+      "C. The red BMW with license plate \"ZYV-551\" in the parking lot",
+      "D. The blue Nissan GT-R on the race track with a Universal Technical Institute logo"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4IzswCEPBdI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 413,
+    "problem": "Which individual is shown both engaging in a backstage conversation during the CMT Music Awards and later participating in the award acceptance on stage?",
+    "options": [
+      "A. The man in the gray baseball cap (0:00:20)",
+      "B. The man in the black baseball cap (0:00:20)",
+      "C. The bald, bearded man interacting with the \"CMT Music Awards\" sign (0:01:30)",
+      "D. The singer in the white hoodie (0:03:50)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/gSaZrJturoo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 414,
+    "problem": "After discovering the \"NEW CLUE\" involving the bloody knife (0:00:40-0:00:50), which action most likely follows based on the protagonist's subsequent investigations?",
+    "options": [
+      "A. Discover \"Location of Adrian Black\" in notebook → Confront suspect in park → Obtain \"NEW CLUE\" (bloody knife)",
+      "B. Obtain \"NEW CLUE\" (bloody knife) → Discover \"Location of Adrian Black\" in notebook → Confront suspect in park",
+      "C. Confront suspect in dimly lit room → Find key near black car → Discover \"Location of Adrian Black\" in notebook",
+      "D. Find key near black car → Confront suspect in dimly lit room → Obtain \"NEW CLUE\" (bloody knife)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/CDXXQORXXTQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 415,
+    "problem": "Based on the environmental shifts and narrative clues in the video, what is the most likely reason the player's gameplay transitions from a dark cave to an industrial setting, then to a foggy forest and futuristic cityscape?",
+    "options": [
+      "B. The player is streaming multiple games back-to-back during the broadcast.",
+      "A. The player is navigating a single game with procedurally generated environments.",
+      "C. The game’s story requires the player to travel between dystopian zones.",
+      "D. The environmental changes reflect flashbacks triggered by the \"Queen\" objective."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/E3kxhpTH7x8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 416,
+    "problem": "Despite the revelation that Kate and William are cousins, the video suggests their romantic relationship began earlier. According to the video's narrative, where did Kate Middleton first catch Prince William's eye, leading to their romantic connection?",
+    "options": [
+      "A. At a university graduation ceremony where Kate was receiving her degree",
+      "B. During a royal wedding rehearsal where both were participants",
+      "C. As a model in a charity fashion show",
+      "D. While scuba diving during an official royal expedition"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/mShvBDhwws4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 417,
+    "problem": "Which device is the focus of the CNET \"First Look\" segment featuring Eric Franklin, and what evidence confirms this?",
+    "options": [
+      "A. The Asus FonePad 7-inch tablet, due to its prominent display of branding and autumn leaves wallpaper.",
+      "B. The silver smartphone with a CNET logo, shown in multiple scenes being adjusted for settings.",
+      "C. The tablet displaying Eric Franklin’s live interview and \"First Look\" text during his segment.",
+      "D. The black smartphone showing the room’s wooden floor and bookshelf, later matching Eric’s interview setting."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/fg3RERDDTV4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 418,
+    "problem": "Why does the FOX 21 news broadcast include segments featuring both the Providence Fire Department and the North Attleborough Fire Department during the same program?",
+    "options": [
+      "A. The Providence Fire Department is assisting North Attleborough with a major emergency.",
+      "B. A severe weather event is impacting multiple regions under FOX 21’s coverage area.",
+      "C. FOX 21 accidentally used footage from North Attleborough instead of Providence.",
+      "D. Both departments merged into a single organization prior to the broadcast."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/P-zLPe52XeY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 419,
+    "problem": "What is the primary purpose of the \"Reporting For Duty\" segment featured in the WCCO broadcast, and which individual’s role is central to connecting the studio interviews, field reports, and training scenes?",
+    "options": [
+      "A. To promote military recruitment; Sgt. Sebastian Neme’s personal journey from trainee to active duty",
+      "B. To highlight the Minnesota National Guard’s training protocols and operational duties; Brigadier General Jon Jensen’s leadership insights",
+      "C. To document a soldier’s day in multiple settings; Kim Johnson’s reporting on frontline operations",
+      "D. To critique military logistics; The unnamed classroom instructor’s educational methods"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/PHlq1mzv_4M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 420,
+    "problem": "What is the most likely narrative purpose of the video, based on the progression of scenes and text elements?",
+    "options": [
+      "A. To showcase the technical specifications of various car audio products available at Cruisers Mobile Audio.",
+      "B. To document the process of creating a promotional commercial for a car audio company, culminating in a teaser for its regional release.",
+      "C. To chronicle a team's victory in a car audio competition, highlighted by their trophy and celebratory moments.",
+      "D. To provide a behind-the-scenes look at daily operations in a car audio repair garage."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/erjb3STZxpc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 421,
+    "problem": "What overarching event most likely connects the scenes of the residential fire, the hospital interactions, and the auditorium gathering?",
+    "options": [
+      "A. A localized house fire accident",
+      "B. A natural disaster such as a wildfire",
+      "C. A vehicular explosion leading to a chain reaction",
+      "D. A public health crisis requiring a town hall meeting"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Byqc2UID92U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 422,
+    "problem": "What is the most likely sequence depicting the lifecycle of a cotton product, from cultivation to consumer availability, based on the scenes described?",
+    "options": [
+      "A. Greenhouse tending → Cotton field inspection → Factory sewing → Mall clothing rack",
+      "B. Garden planting → Cotton harvesting → Factory processing → Store shelf placement",
+      "C. Cotton boll picking → Textile factory work → Packaging with \"BOMB\" box → Grocery store display",
+      "D. Cotton field harvest → Machine-assisted processing → \"Make Do and Mend\" advocacy → Clothing store selection"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/1zsY2lmcvSQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 423,
+    "problem": "In what sequence does Martha Stewart use the following tools during the meatball preparation as shown in the video?",
+    "options": [
+      "A. Knife → Ice cream scoop → Tongs",
+      "B. Wooden spoon → Ice cream scoop → Spatula",
+      "C. Ice cream scoop → Tongs → Fork",
+      "D. Spatula → Knife → Ice cream scoop"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ospVljpPmBw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 424,
+    "problem": "Based on the video, which of the following best explains the **shifting environment and activities** in the garage, particularly the introduction of the motorcycle (0:00:30–0:00:40) and the repeated focus on the blue car’s engine and undercarriage repairs (e.g., 0:01:30–0:01:40)?",
+    "options": [
+      "A. The garage is a professional auto shop handling multiple unrelated projects simultaneously.",
+      "B. The person is a hobbyist restoring multiple personal vehicles, prioritizing the blue car but occasionally shifting focus.",
+      "C. The motorcycle is a distraction, and its presence is unrelated to the blue car’s repairs.",
+      "D. The garage undergoes a permanent transformation from car repairs to motorcycle storage halfway through the video."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8TzN1BkW0lY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 425,
+    "problem": "During which segment is the Volkswagen Golf GTI TCR model featured, and what key detail differentiates it from the MK1 model shown later?",
+    "options": [
+      "A. License Plate \"A651 FJ\", 110bhp, 5-speed Manual",
+      "B. License Plate \"KY19 MJE\", 286bhp, 7-speed Automatic",
+      "C. License Plate \"AG51 FJ\", 280bhp, 6-speed Automatic",
+      "D. License Plate \"AS61 EEE\", 153bhp, 7-speed Automatic"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8svSP9Kt_AE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 426,
+    "problem": "Based on the video, what is the most likely role of the bald man in the gray suit and blue tie during the broadcast?",
+    "options": [
+      "A. A political analyst for a major news network",
+      "B. A Republican governor defending his policies",
+      "C. A host or commentator for Ring of Fire Radio",
+      "D. The studio segments and protests are separate narrative threads."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/0_cTVb0V-eA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 427,
+    "problem": "Based on the video, what is the most likely primary purpose of the video and the man's role, given the recurring elements and scene transitions?",
+    "options": [
+      "A. A personal vlog documenting the man’s winter road trip in his Honda CR-V",
+      "B. A broadcast TV commercial for Honda CR-V’s all-terrain capabilities",
+      "C. A YouTube review series by AutoGuide.com featuring the Honda CR-V in diverse settings",
+      "D. A dealership’s promotional video comparing Honda CR-V with competitors"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/hLZFitoJPe8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 428,
+    "problem": "Why does the CGTN Africa broadcast transition from showing El-Sisi and Netanyahu's meeting in New York to featuring a news anchor reporting from Cairo, Egypt, starting at 0:00:50?",
+    "options": [
+      "A. The meeting was secretly relocated to Cairo due to security concerns in New York.",
+      "B. To contextualize Egypt's diplomatic role in reviving Israel-Palestine peace talks.",
+      "C. The Cairo anchor is directly moderating the New York meeting remotely.",
+      "D. To contrast Cairo's urban infrastructure with New York's diplomatic venues."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4-8ShP92oBs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 429,
+    "problem": "Which smartphone model featured in the video is most likely manufactured by Vertu, based on the integration of its branded partnerships, design philosophy, and contextual clues across multiple scenes?",
+    "options": [
+      "A. Samsung Galaxy Note 3 (silver/black, resting on a notebook)",
+      "B. HTC smartphone (gold, landscape mode with app icons visible)",
+      "C. iPhone 6s (gold and silver pair on white background)",
+      "D. Black/silver phone with Bang & Olufsen acoustics and minimalist design"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/V4QhyoQnbiA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 430,
+    "problem": "** Based on the video, which individual is central to the ENTV news broadcast's ongoing coverage, and what is the primary reason for their focus?",
+    "options": [
+      "A. The woman in the red top; she is the main anchor reporting various entertainment news.",
+      "B. The man in the brown jacket; he is Kim's ex-partner involved in a stressful divorce.",
+      "C. The woman in the white coat; she is a celebrity making a public appearance post-divorce.",
+      "D. The man in the gray shirt; he is a reporter covering city events for the channel."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8Mu0XV7Wiqw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 431,
+    "problem": "Based on the copyright disclaimer and the sequence of clips, what is the most likely purpose of the video?",
+    "options": [
+      "B. The clips are modified beyond recognition, avoiding copyright claims.",
+      "A. The video is a nonprofit project, exempting it from copyright restrictions.",
+      "C. The video uses short, edited clips with narration for critique/analysis under Fair Use.",
+      "D. The creator owns partial rights to all franchises featured."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ZaUq1wd-KDw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 432,
+    "problem": "What is the most likely primary purpose of the video, and what narrative structure supports this conclusion?",
+    "options": [
+      "A. A personal vlog about architecture; transitions between historical monuments and casual phone use suggest a travel diary.",
+      "B. A professional tech review show; consistent branding and sequential device analysis with host transitions indicate structured reviews.",
+      "C. An advertisement for Motorola; repeated focus on Motorola phones and specifications implies promotional intent.",
+      "D. A documentary about smartphone evolution; comparisons of multiple brands over time reflect historical analysis."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/RUs9JYTY2yg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 433,
+    "problem": "** Based on the video, what is the correct chronological order of the following steps in preparing the cinnamon rolls?",
+    "options": [
+      "A. 3 → 4 → 2 → 1",
+      "B. 3 → 2 → 4 → 1",
+      "C. 4 → 3 → 2 → 1",
+      "D. 3 → 2 → 1 → 4"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/1_MdKV9aF6k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 434,
+    "problem": "Based on the video, where was Trevor Hoffman first shown learning of his Hall of Fame induction, and how was this moment contextualized in later scenes?",
+    "options": [
+      "B. A living room, where he reacted to the news on his phone before celebrating.",
+      "A. A news studio, where anchors announced the news while displaying his photo.",
+      "C. Petco Park, during a live game where fans cheered for him.",
+      "D. A press conference at a Padres facility, where he formally accepted the honor."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/CCcXGAaig7Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 435,
+    "problem": "At which two timestamps does the BMW S1000RR motorcycle transition from being introduced as a new model at a show to being explicitly promoted with a call to adventure, reflecting a narrative shift from product display to brand inspiration?",
+    "options": [
+      "A. 0:00:10–0:00:20 and 0:07:40–0:07:50",
+      "B. 0:00:20–0:00:30 and 0:08:40–0:08:50",
+      "C. 0:05:50–0:06:00 and 0:09:10–0:09:20",
+      "D. 0:08:50–0:09:00 and 0:09:30–0:09:40"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/263dphzI9ng.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 436,
+    "problem": "After the man instructs the girl with the \"Please do not touch\" sign in the hallway (0:20-0:30), which location is the girl most likely seen in next, based on subsequent interactions and scene transitions?",
+    "options": [
+      "A. Observing fish in an aquarium (0:03:00-0:03:10)",
+      "B. Eating at a restaurant (0:00:40-0:00:50)",
+      "C. Riding a go-kart (0:02:10-0:02:20)",
+      "D. Playing in an arcade (0:04:50-0:05:00)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Id6lzqrVNoM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 437,
+    "problem": "What central theme does the video explore through its analysis of Disney musical villains across the provided timestamps?",
+    "options": [
+      "A. The historical accuracy of Disney's portrayal of villains",
+      "B. The use of recurring visual motifs in villain scenes",
+      "C. The role of Alan Menken's compositions in defining villain characters",
+      "D. The narrative and musical techniques establishing villains' authority through voice"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/0_YamYZntuw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 438,
+    "problem": "Based on the video, which historical reference in the video contains a **direct contradiction** when cross-referenced with real-world hockey history, requiring analysis of multiple scenes and contextual clues?",
+    "options": [
+      "A. The \"Hockey 1773\" text in the Montreal Canadiens scene (0:00:10-0:00:20) references the first organized hockey game.",
+      "B. - The Montreal Mar (0:02:30-0:02:40) aligns with the Montreal Maroons (a real NHL team active from 1924–1938), making option C plausible.",
+      "C. The Montreal Mar team in the 1920s newspaper clipping (0:02:30-0:02:40) corresponds to the Montreal Maroons, a real NHL team.",
+      "D. The NHL logo juxtaposed with a communist flag (0:03:30-0:03:40) reflects Cold War-era tensions referenced in the \"Russian 'Amateurs'\" bonus headline (0:04:00-0:04:10)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/6aMW5mOKxB8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 439,
+    "problem": "How did the player transition from the 3D adventure game featuring the lighthouse and dragon (0:00:00–0:00:10) to the Pokémon battle sequences later in the video (e.g., 0:03:10–0:03:20)?",
+    "options": [
+      "D. The player switched controllers to trigger a hidden mode blending both game universes.",
+      "A. The player quit the initial game and started a new \"Pokemon 3D\" session using the \"New Game\" option.",
+      "B. The player resumed progress in \"Pokemon 3D\" via the \"Continue\" option in its main menu (0:00:20–0:00:30), linking the initial adventure to later Pokémon battles.",
+      "C. The lighthouse scene was part of a cutscene within \"Pokemon 3D,\" and the battles are core gameplay."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/GtMljvY6u6E.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 440,
+    "problem": "Based on the transitions and recurring elements across the video, which of the following best explains the narrative structure and purpose of the video being described?",
+    "options": [
+      "A. A single continuous mission in *Call of Duty: Advanced Warfare* involving a sniper infiltrating a futuristic city and yacht.",
+      "B. REASONS:",
+      "C. A *Call of Duty* DLC campaign where the player switches between sniping on a yacht, futuristic cities, and castles.",
+      "D. A tutorial video demonstrating sniper rifle mechanics across different *Call of Duty* game modes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/EB5fkD3BAuI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 441,
+    "problem": "Which overarching theme is most consistently critiqued through the juxtaposition of scenes involving the American flag and recurring motifs of technology use across different settings?",
+    "options": [
+      "A. The importance of hygiene and cleanliness in public spaces",
+      "B. The pervasive role of technology in modern American life",
+      "C. The challenges of maintaining work-life balance in professional environments",
+      "D. The cultural significance of communal dining experiences in the U.S."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/FVdyC_db9iI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 442,
+    "problem": "Based on the recurring appearances of the numbers \"102\" and \"225\" in the video, what is the **most plausible explanation** for their significance, given the context of the video?",
+    "options": [
+      "A. Room numbers where different parts of the tutorial were filmed.",
+      "B. ISO or shutter speed settings demonstrated in the tutorial.",
+      "C. Codes representing the man's past achievements (e.g., competition ranks).",
+      "D. Timestamps for key segments in the \"DSLR GUIDE\" tutorial series."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/JoRSdlMiD7s.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 443,
+    "problem": "Why is Santa Claus able to deliver a gift to the boy in the bedroom during the final scenes (0:09:40–0:10:00), and how does this connect to Tayo the Little Bus's earlier activities?",
+    "options": [
+      "A. The boy wrote a letter to Santa, and Tayo delivered it earlier in the episode.",
+      "B. Tayo transported the boy home earlier (via bus route 120), allowing Santa to locate his house.",
+      "C. The boy was one of the children on Tayo’s bus, and his presence on the route helped Santa track good behavior.",
+      "D. Santa hitched a ride on Tayo’s bus to reach the neighborhood faster."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/nEEzxIzp1_w.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 444,
+    "problem": "Which two contexts in the video best demonstrate the Belgian Shepherd's traditional role as a herding breed?",
+    "options": [
+      "A. Agility competition and herding sheep",
+      "B. Dog show (Herding Group) and herding sheep",
+      "C. Obedience training and companion role",
+      "D. Shedding demonstration and park play"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/er9NPQvG8Dk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 445,
+    "problem": "Based on the video, why is the container labeled \"Cricket Express\" introduced into the terrarium environment, and what key transitions in the narrative does this signify?",
+    "options": [
+      "A. To decorate the terrarium with branded items, reflecting a shift from natural to commercial aesthetics.",
+      "B. To administer medicine to the lizard, indicating a transition from observation to medical intervention.",
+      "C. To feed the lizard via a controlled process, marking a shift from passive observation to active care.",
+      "D. To conduct experiments on crickets, highlighting a transition from habitat documentation to scientific research."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/IgmbLuHjMQ0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 446,
+    "problem": "Based on the video, which individual is most consistently implied to be the organizer or leader of the \"Unicorns at College\" event, and what key evidence supports this?",
+    "options": [
+      "A. The woman in the rainbow unicorn costume presenting at 0:00:10, due to her initiating the theme.",
+      "B. The man in the blue unicorn onesie working at a desk at 0:04:30, due to his central positioning.",
+      "C. The person in the purple unicorn costume holding the notebook at 0:02:50, due to their focus on the chalkboard text.",
+      "D. The student in the rainbow costume writing at 0:09:00, due to repeated classroom engagement."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/5PXWXc_kEj0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 447,
+    "problem": "Which car featured as \"Muscle Car of the Week\" shares the same engine specifications as the car the man is shown interacting with at 0:01:30–0:01:40, and what key visual evidence supports this?",
+    "options": [
+      "A. 1972 Pontiac Trans Am 455; Both have \"455 HO\" text on the grille.",
+      "B. White Pontiac Firebird (0:03:20–0:03:30); Both have blue stripes and \"455 HO\" on the hood.",
+      "C. White Pontiac Firebird Trans Am (0:01:50–0:02:00); Both share a blue roof and \"455\" emblem.",
+      "D. 1970s Ford Torino; Both have a blue 455 HO engine visible in close-ups."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/7tRVlFFeOn0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 448,
+    "problem": "Based on the video's content and transitions, which studio head's interview segment is immediately followed by a promotional scene for the game they are most closely associated with developing?",
+    "options": [
+      "A. Rod Fergusson (Coalition) followed by *Gears of War 4*",
+      "B. Dan Greenwalt (Turn 10) followed by *Forza Motorsport 6*",
+      "C. Kiki Wolfkill (Halo: Infinite) followed by *Halo 5: Guardians*",
+      "D. Bonnie Ross (343 Industries) followed by *Halo: Spartan Strike*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/WcnkUJ-Jjyk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 449,
+    "problem": "Based on the video's narrative progression and character roles, which host is most likely associated with the \"Yellowfin\" crew's successful catch of the large silver fish shown at 05:10–05:20?",
+    "options": [
+      "A. Zak-CatchEm",
+      "B. Peter Miller",
+      "C. Both Zak-CatchEm and Peter Miller jointly",
+      "D. Neither; the Yellowfin crew operates independently"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0V9lNZ9wHFA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 450,
+    "problem": "Based on the sequence of events and environmental changes across the video, which of the following represents the most likely chronological progression of the player's actions and their consequences?",
+    "options": [
+      "A. Built a castle → Mined gold → Died to TNT → Respawned with wooden sword",
+      "B. Died in a cave with TNT → Respawned to use golden hoe → Built structures → Found Santa's gold chest",
+      "C. Explored nighttime fortress → Fell into cave → Crafted ladder → Died to skeleton",
+      "D. Used torches in dark path → Climbed gray wall → Drowned in water → Collected sandy blocks"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Pl5Vj69DFxQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 451,
+    "problem": "In the sequence of scenes described, which narrative role does the cobra most directly fulfill in relation to Scar's overarching scheme?",
+    "options": [
+      "B. The cobra serves as a rival antagonist, forcing Scar to consolidate power over the hyenas.",
+      "A. The cobra acts as a decoy, drawing the hyenas away from Scar's confrontation with Simba.",
+      "C. The cobra symbolizes Scar's inner corruption, foreshadowing his betrayal of the hyenas.",
+      "D. The cobra represents an environmental threat that distracts Simba while Scar schemes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/CIAi5yYecHI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 452,
+    "problem": "The yellow dump truck cake featured in the video (0:00:10–0:00:20) was most directly inspired by which object from the initial collage (0:00:00–0:00:10), and what resource was likely used to create its design?",
+    "options": [
+      "D. All four collage photos equally inspired the cake's design",
+      "A. Raspberries in the bowl (collage photo 1) and the hands holding plain paper (collage photo 3)",
+      "B. Yellow toy truck (collage photo 2) and the hands holding plain paper (collage photo 3)",
+      "C. Yellow toy truck (collage photo 2) and the paper with \"howtocookthat.net\" (collage photo 4)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/PYSEYy7hrls.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 453,
+    "problem": "Which detail from the video suggests that the commuter rail problems discussed in the news segments are part of a systemic issue affecting multiple zones, rather than being isolated to Needham?",
+    "options": [
+      "A. The \"COMMUTER RAIL PROBLEMS\" ticker appearing across multiple news channels (WGBH, WDBZ, W4Z).",
+      "B. The ticket marked \"6 Zone Feb 2015\" shown inside the train car.",
+      "C. The repeated low-angle shots of train station infrastructure (schedule boards, platform crowds).",
+      "D. The CEO of Keolis apologizing for systemic failures during a WDBZ broadcast."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/oWZII5Hj2J0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 454,
+    "problem": "Based on the video segments and the ACC Power Poll rankings, which team is implied to hold the highest rank in the Power Poll during the broadcast, and why?",
+    "options": [
+      "A. Duke Blue Devils (via \"GO BLUE DEVILS!\" backdrop and game focus)",
+      "B. Virginia Cavaliers (via scoreboard and #HoosYourDaddy hashtag)",
+      "C. Louisville Cardinals (via #ACCevolutionRevolution overlay)",
+      "D. NC State Wolfpack (via game against Miami Hurricanes)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4yMZM7GM3ts.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 455,
+    "problem": "After purchasing a shark costume in a Halloween-themed store, the main characters are later seen enjoying a theme park. Which sequence of events **best** explains how their activities in the store and interactions in earlier scenes connect to their eventual presence at the theme park?",
+    "options": [
+      "A. The shark costume was bought for a theme park mascot audition, and the couple later traveled to Disney World after preparing snacks (Oreo/Pop-Tarts) and coffee for the trip.",
+      "B. The shark costume was part of Halloween preparations, and the couple packed travel snacks (Oreo/candy/coffee) in their room before driving to the theme park, where they later attended a Halloween event.",
+      "C. The shark costume was worn by the woman to prank her partner in the store, and they later visited Universal Studios after arguing over coffee.",
+      "D. The shark costume was irrelevant to the trip; the couple bought snacks and coffee separately and accidentally ended up at Disney World."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/MkD4uhIbYTs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 456,
+    "problem": "Based on the narrative progression and environmental details, what is the most likely connection between the framed photo of another man on the desk (0:00:20-0:00:30) and the later appearance of the robot in the office (0:05:30-0:05:40)?",
+    "options": [
+      "A. The man in the photo is a rival executive who sent the robot to sabotage the protagonist.",
+      "B. The photo depicts a younger version of the protagonist, hinting at a time-travel plot involving the robot.",
+      "C. The photo shows the inventor of the robot, who died before completing the project the protagonist is reacting to.",
+      "D. The robot is an AI replica of the man in the photo, created to fulfill a corporate strategy revealed in the documents."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_p_CUozUyr8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 457,
+    "problem": "Based on the video's narrative flow, which sequence correctly outlines the steps required to successfully set up a free video ringtone using the demonstrated Vringo service?",
+    "options": [
+      "A. Download the app → Visit HouseholdHacker.com → Enter phone number \"53 68 87\" → Select \"Featured\" video category → Sync via Wi-Fi",
+      "B. Navigate to Vringo.com → Click \"Send Vringo Phone\" → Register name and number → Use Vringo Studio to edit a video → Press \"Share\" to finalize",
+      "C. Search \"Vingro Studio\" → Upload a video → Drag sliders to customize → Press \"Set\" → Confirm with \"OK\" at 4:58",
+      "D. Access Vringo.com → Download trusted third-party app → Complete phone registration → Choose video from Vringo Studio library → Confirm \"OK\" to activate ringtone"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/pHwPLClkTtI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 458,
+    "problem": "What is the most plausible overarching purpose of the video, based on the progression of scenes and narrative elements across the timestamps?",
+    "options": [
+      "A. A product launch event for a new MacBook Air model",
+      "B. A technical tutorial explaining laptop assembly",
+      "C. A comparison video between Apple and Toshiba/Samsung laptops",
+      "D. A documentary exploring Apple’s design legacy and public perception challenges"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/KHKp0DOCvTc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 459,
+    "problem": "Based on the video's progression, which feature is **most critical** for enabling the Double robot to autonomously navigate and adapt to the office environment while performing its tasks?",
+    "options": [
+      "A. The camera mounted on its top for real-time visual input",
+      "B. The wheels that allow it to move freely across floors",
+      "C. The integration with a tablet interface for remote user control",
+      "D. The charging station that ensures continuous battery life"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/0F_WKOkDm1I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 460,
+    "problem": "Based on the sequence of events and locations described in the video, which location most likely serves as the focal point for the \"ICE concern\" protests discussed in the broadcast, and why?",
+    "options": [
+      "A. The USCIS building in Washington D.C., due to its direct connection to immigration policy.",
+      "B. The CCSM building in San Mateo, where protesters held \"Reporta a la Migra\" signs.",
+      "C. The 7-Eleven parking lot, where no protest activity was visible.",
+      "D. The ACSM sanctuary building, where the \"Fight for 15\" rally occurred."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Jz0vDGxvvYs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 461,
+    "problem": "What strategic narrative and sponsorship reasoning explains the sequence of segments from Cabela's closures (0:00:00–0:00:30) to lottery wins (0:00:30–0:01:00), followed by weather forecasts (0:01:00–0:02:50), and concluding with the pizza promotion (0:02:50–0:03:10)?",
+    "options": [
+      "A. To juxtapose corporate downsizing with individual financial success, then pivot to practical weather updates, ending with a sponsored ad.",
+      "B. To balance negative news (closures) with uplifting human-interest stories (lottery wins), transition to routine weather coverage, and cap the broadcast with a sponsor’s product placement.",
+      "C. To emphasize economic instability in Sidney/Oshkosh, contrast it with unrelated local events, and fill remaining time with weather and ads.",
+      "D. To prioritize high-viewership segments (lottery wins) early, bury negative news, and fulfill contractual obligations to sponsors like Godfather’s Pizza."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/YfdIhIuuNF4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 462,
+    "problem": "What is the man in the white hoodie most likely demonstrating throughout the video, based on the recurring elements and scene transitions?",
+    "options": [
+      "A. A tutorial on professional photography setup",
+      "B. A luxury smartphone accessory brand",
+      "C. The features of a new smartphone model",
+      "D. A holiday gift unboxing series"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/gl62BSjp7Vo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 463,
+    "problem": "Based on the video, what is the most likely purpose of the video, and how do the scene transitions support this?",
+    "options": [
+      "B. A music production tutorial, alternating between recording equipment and audio software.",
+      "C. A photo editing tutorial, switching between the host’s explanations and software demonstrations.",
+      "A. A live podcast about nature photography, with transitions to guest interviews.",
+      "D. A travel vlog, blending studio narration with landscape footage."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/foBGFxP8--I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 464,
+    "problem": "What is the primary narrative purpose of including scenes featuring both Omar Hassan's personalized skateboarding space and Steve Van Doren's office discussion with Vans products, followed by multiple skatepark sequences showing competitions labeled \"Van Doren Invitational\"?",
+    "options": [
+      "D. ..\" text suggests the video is part of a series, aligning with the concept of promoting an ongoing competition series rather than a standalone documentary or architectural showcase.",
+      "A. To contrast amateur vs. professional skateboarding environments",
+      "B. To document the daily life of unrelated skateboarders",
+      "C. To promote a new Vans-sponsored skateboarding competition series"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/EHTdcy9KFas.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 465,
+    "problem": "Based on the transitions and recurring elements across timestamps, which of the following best describes the overarching narrative structure of the video?",
+    "options": [
+      "A. ",
+      "B. REASONS:",
+      "C. A real estate showcase of multiple modern homes with unrelated interior design segments.",
+      "D. A single homeowner’s (Carol’s) self-guided tour of her property, edited with magazine-style video frames."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/nAxXliXcm3o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 466,
+    "problem": "Based on the video, which statement best explains the transition in the talk show's setting and characters from the initial scenes (0:00:00-0:00:50) to the later ones (0:01:00-0:01:20)?",
+    "options": [
+      "A. The man in blue is the main host throughout, and the later segments featuring Conan are a different show.",
+      "B. The talk show transitions from a generic setup to explicitly revealing itself as \"CONAN,\" with the man in blue being a recurring guest.",
+      "C. The man in blue starts as a co-host but becomes the sole host after the show's branding is introduced.",
+      "D. The initial segments depict the man in blue as a guest, and the later ones confirm he is the host once Conan appears."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/hhszUXL1Cu8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 467,
+    "problem": "The man in the vintage room (0:00:00–0:00:10) is likely presenting a documentary. Based on transitions and historical context in later scenes, which event directly necessitated the Czechoslovak Legion’s evacuation via the Trans-Siberian Railway, as depicted in the later timestamps (e.g., 0:07:00–0:07:10)?",
+    "options": [
+      "A. The assassination of Archduke Franz Ferdinand (1914)",
+      "B. The Treaty of Brest-Litovsk (1918)",
+      "C. The Bolshevik seizure of power in the October Revolution (1917)",
+      "D. The collapse of the Eastern Front in 1916"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Ih7FcT5mBRM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 468,
+    "problem": "Based on the progression of scenes, at what point in the video is the female tennis player’s victory first strongly implied, and when is it definitively confirmed through ceremonial evidence?",
+    "options": [
+      "A. First implied at 0:00:00-0:00:10 (flowers); confirmed at 0:02:50-0:03:00 (trophy)",
+      "B. First implied at 0:00:10-0:00:20 (blue headband/flowers); confirmed at 0:02:40-0:02:50 (trophy)",
+      "C. First implied at 0:00:20-0:00:30 (serve anticipation); confirmed at 0:02:00-0:02:10 (scoreboard)",
+      "D. First implied at 0:01:30-0:01:40 (intense rally); confirmed at 0:03:00-0:03:10 (Wimbledon.com text)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/1sDbuOE6iuQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 469,
+    "problem": "Based on the video, what is the most likely context for the inclusion of Kawhi Leonard's letter thanking the Spurs organization and fans (0:01:00-0:01:10) within the broader narrative of the video?",
+    "options": [
+      "A. A live post-game interview celebrating Leonard’s return to the Spurs after winning a championship.",
+      "B. A retrospective segment analyzing Leonard’s controversial trade request from the Spurs.",
+      "C. A promotional highlight reel for Leonard’s new team, the Miami Heat.",
+      "D. A documentary about the Spurs’ rivalry with the Heat, focusing on Leonard’s iconic dunk."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/mXXdMC_4O8U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 470,
+    "problem": "What is the most likely thematic connection between the salon scenes and the luxury watch store scenes in the video?",
+    "options": [
+      "A. To contrast the affordability of personal grooming services with high-end luxury goods.",
+      "B. To imply that the salon clients later visit the watch store as part of their daily routine.",
+      "C. To showcase distinct lifestyle segments (personal care and luxury retail) under the WSJ Off Duty series.",
+      "D. To demonstrate Wendy Bounds’ expertise in both hairstyling and luxury product sales."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/gnx2YFPWipg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 471,
+    "problem": "What is the most likely narrative purpose of the transition from the initial scene (0:00:00–0:00:10) of the dog in a crate to Geoff Foster’s studio segment (0:00:10–0:00:20), and how does this connect to the subsequent dog show coverage?",
+    "options": [
+      "A. To introduce the winning dog of the competition before the judges’ commentary.",
+      "B. To establish the setting of a live WSJ broadcast covering the Westminster Kennel Club Dog Show, with the initial scene depicting a participant dog being transported to the event.",
+      "C. To contrast the calmness of the crate scene with the chaos of the dog show.",
+      "D. "
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KNpO8pHwCt4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 472,
+    "problem": "During which initial time segment is Bob Mortimer first explicitly identified as the comedy legend via on-screen text, and what contextual clues confirm his role as a guest rather than a regular panelist?",
+    "options": [
+      "A. 0:00:00–0:00:10",
+      "B. 0:00:10–0:00:20",
+      "C. 0:00:20–0:00:30",
+      "D. 0:00:30–0:00:40"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/LZPauD1gJBU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 473,
+    "problem": "How many distinct locations were used to broadcast the \"Don't be too confident on the roads\" warning during the news segment, and which locations were they?",
+    "options": [
+      "D. 4 (Studio, snowy street with Matthew Torres, Quality Inn road, and bakery)",
+      "A. 1 (Studio only)",
+      "C. 3 (Studio, snowy street with Matthew Torres, and Silkes Old World Breads Bakery)",
+      "B. 2 (Studio and snowy street with Matthew Torres)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/I4dzEqkcTiw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 474,
+    "problem": "What narrative structure strategy does the ABC 15 Arizona broadcast employ when transitioning from the \"Rape Kit Backlog Nearly Complete\" segment (0:00:30-0:00:40) to the \"95-Year-Old Gets Diploma\" story (0:00:50-0:01:10), and why?",
+    "options": [
+      "A. **Causal Link** – The backlog’s completion directly enabled the 95-year-old to receive his diploma by resolving a legal barrier tied to his military service.",
+      "B. **Thematic Juxtaposition**",
+      "C. **Chronological Order** – The stories are presented in the order they occurred, with the diploma ceremony happening after the backlog was resolved.",
+      "D. **Audience Retention** – The lab scene (0:00:40-0:00:50) bridges the two stories by showing forensic work related to both the backlog and the graduate’s military background."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/G_M9iFLBwGk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 475,
+    "problem": "Which narrative structure best explains the relationship between the initial serene outdoor scenes (0:00:00-0:00:30) and the subsequent brewery and cooking segments (0:00:50 onwards) in the video?",
+    "options": [
+      "A. A single documentary about wilderness survival, with brewery/cooking scenes as metaphorical breaks",
+      "B. A promotional montage for a TV network, splicing nature programs with culinary/brewing shows",
+      "C. A fictional film about a chef’s journey from hiking to cooking, with symbolic dream sequences",
+      "D. A cooking tutorial intermittently interrupted by unrelated scenic transitions"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/mJog8DlRk_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 476,
+    "problem": "What is the primary purpose of the video featured in the video?",
+    "options": [
+      "A. A dance tutorial emphasizing choreography in casual settings",
+      "B. A fashion vlog showcasing outfit ideas and styling collages",
+      "C. A home decor tutorial highlighting living room and bedroom arrangements",
+      "D. A compilation of candid video call moments with friends"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/RuT8Z6aBDq8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 477,
+    "problem": "During the ABC News broadcast discussing Leah Remini's Scientology memoir, which location is most directly tied to the memoir's revelations based on visual cues and contextual transitions across the segments?",
+    "options": [
+      "A. The Elton John AIDS Foundation event backdrop",
+      "B. The King Queen building with the clock tower",
+      "C. The Clearwater Building",
+      "D. The Scientology Celebrity Centre"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WQ6AWzRWz-0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 478,
+    "problem": "What is the **primary purpose** of the video, based on the sequence and thematic connections between scenes from 0:00:00 to 0:02:20?",
+    "options": [
+      "A. To promote gardening as the only sustainable way to eat healthily.",
+      "B. To teach children advanced cooking techniques using rare ingredients.",
+      "C. To encourage a holistic healthy lifestyle through family meals, cooking education, meal planning, and home gardening.",
+      "D. To advertise a specific recipe website and grocery delivery service."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Pv1ZK6j2CrI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 479,
+    "problem": "Which sequence correctly orders the transitions between the video's primary content types as depicted in the video?",
+    "options": [
+      "A. Fictional (0:00–0:30) → Behind-the-scenes (0:30–0:40) → Fictional (0:40–0:50) → Real-world (0:50–1:00)",
+      "B. Real-world (0:00–0:10) → Fictional (0:10–0:30) → Behind-the-scenes (0:30–0:40) → Video game (0:40–0:50)",
+      "C. Behind-the-scenes (0:30–0:40) → Real-world (0:50–1:00) → Talk show (1:40–2:00) → Fictional (2:00–2:10)",
+      "D. Fictional (0:00–0:10) → Real-world (0:10–0:20) → Behind-the-scenes (0:30–0:40) → Talk show (1:50–2:00)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/TLna-1To928.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 480,
+    "problem": "What is the most likely narrative connection between the woman’s video calls at the airport (0:00:20-0:00:30 and 0:00:40-0:00:50) and the boy’s bruised cheek in the home scenes (0:03:00-0:03:40)?",
+    "options": [
+      "A. The woman is a doctor advising the boy’s family about his injury remotely.",
+      "B. The boy injured himself while the woman was traveling, which she learned about during her video calls.",
+      "C. The bruise resulted from an argument the woman had with the boy before her departure.",
+      "D. The injury occurred during a video call with the woman, distracting her at the airport."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/LjE_I-dmLVc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 481,
+    "problem": "What is the most likely explanation for the varying backdrops and themes (e.g., Comic-Con, basketball, FIBA World Cup) observed throughout the video?",
+    "options": [
+      "A. The video is a documentary covering the history of Comic-Con.",
+      "B. The video compiles multiple interviews from different events produced by MOVIECLIPS.",
+      "C. The basketball segments are fictional scenes from a movie promoted at Comic-Con.",
+      "D. The entire video is a single Comic-Con panel discussing sports films."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/IgavYx9MOG8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 482,
+    "problem": "Based on the recurring appearances of the green glowing object and the characters associated with its use, which antagonist is most likely orchestrating the central conflict across the scenes?",
+    "options": [
+      "A. Loki",
+      "B. Ultron",
+      "C. Mysterio",
+      "D. Thanos"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/JsoNrh2o3Dc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 483,
+    "problem": "Why does the player encounter a baseball card pack labeled \"Opening Pack\" in a hockey video game, despite initially participating in NHL 14 Ultimate Team challenges?",
+    "options": [
+      "A. The player switched game modes to a baseball simulator mid-session.",
+      "B. The game’s Ultimate Team mode includes cross-sport promotional packs.",
+      "C. A continuity error in the game’s interface incorrectly displays a hockey pack as a baseball pack.",
+      "D. The \"Opening Pack\" is a generic term for card packs, regardless of the sport."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_vk37glTM5Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 484,
+    "problem": "Based on the video's progression, which business is featured both as part of the dynamic coffee festival activities and as a traditional Viennese establishment, requiring analysis of location continuity and brand integration across scenes?",
+    "options": [
+      "A. INFO\" (0:05:20–0:05:30) frames the entire video as a promotion of Vienna’s coffee heritage. Alt Wien, as a historic café, bridges the festival’s modernity and the city’s traditional identity.",
+      "B. JARESINA",
+      "C. Alt Wien",
+      "D. Demel"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/nBdXDMj_yi0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 485,
+    "problem": "What is the **primary purpose** of the video, as inferred from the sequence of scenes and recurring elements across the video?",
+    "options": [
+      "A. To promote *Autocar* magazine’s coverage of luxury and concept cars at a major car show.",
+      "B. To advertise the Bugatti Super Sport as the highlight of the car show.",
+      "C. To showcase Toyota’s latest concept cars and their innovations.",
+      "D. To celebrate Ferrari’s dominance in automotive design at the event."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/XtNM4Wzy53c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 486,
+    "problem": "Based on the video's progression and key details, which aspect of the turkey farm operation reflects Temple Grandin's documented principles for humane animal handling?",
+    "options": [
+      "A. The use of industrial fans and metal cages for ventilation (0:02:40-0:02:50)",
+      "B. ##### From [0:06:30-0:06:40]:",
+      "C. The presence of a worker in a blue shirt using a red flag (0:03:30-0:03:40)",
+      "D. The use of electrical waterbath stunning (0:08:00-0:08:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/852zxDEAR-Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 487,
+    "problem": "The video transitions from the Lynx Blue Line's opening in 2007 to later scenes of urban development. Which narrative purpose is most strongly supported by the combination of the \"GOV CHANNEL\" watermarks, the Blue Line Extension construction, and the inclusion of Seventh Street Station?",
+    "options": [
+      "A. A documentary critiquing urban sprawl caused by public transit",
+      "B. A government-produced promotional piece highlighting transit expansion and city connectivity",
+      "C. A news report detailing daily operations of the Lynx Blue Line",
+      "D. A historical retrospective commemorating the 2007 launch without modern context"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/DF7ooibQC3Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 488,
+    "problem": "Based on the transitions and narrative cues across scenes, which event is the man in the hotel room (0:00:20–0:00:30) most likely preparing to attend, given his lanyard and subsequent appearances?",
+    "options": [
+      "A. A \"Global Family\" convention with artistic and creative themes",
+      "B. A \"Ninja Warrior\" competition event",
+      "C. A professional craft workshop focused on repair work",
+      "D. A \"Spongebob Squarepants\" arcade game promotion"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/flhJ-62TGZI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 489,
+    "problem": "Why does the recipe instruct flattening the chicken breasts with a meat mallet and rolling pin, and what cooking method is primarily used to ensure the chicken remains tender and evenly cooked?",
+    "options": [
+      "B. To create uniform thickness for even cooking and gently steam it at 172°F.",
+      "A. To tenderize the meat and boil it in vigorously bubbling water at 212°F.",
+      "C. To infuse flavor into the chicken and simmer it in a broth-filled pot.",
+      "D. To reduce cooking time and pan-sear it over high heat."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cyccEnV_F-0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 490,
+    "problem": "Based on the video, which character is depicted in scenes from both *Jurassic World* (2015) and *Jurassic World: Fallen Kingdom* (2018), as indicated by their consistent role and interactions across multiple timestamps?",
+    "options": [
+      "A. Claire Dearing",
+      "B. Owen Grady",
+      "C. Ken Wheatley",
+      "D. Vic Hoskins"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/HCjkFTRUDgo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 491,
+    "problem": "What is the most plausible overarching purpose of the video depicted in the video, based on the sequence of scenes and equipment shown?",
+    "options": [
+      "A. Promoting the Chicago Cubs baseball team through a fan interview",
+      "B. Demonstrating professional audio recording techniques using Shure and Zoom equipment",
+      "C. Showcasing a day in the life of a multimedia content creator working across photography and recording",
+      "D. Advertising a photography studio named \"Atola Visuals\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Ben-o7xECR4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 492,
+    "problem": "The phrase \"RAGNAROK IN WESTEROSI!\" (0:00:30–0:00:40) juxtaposes Jaime Lannister and Bran Stark. How does this collage, combined with the earlier \"AZOR A HYPE\" text (0:00:00–0:00:10), reinforce a central narrative theme in the depicted scenes?",
+    "options": [
+      "A. It foreshadows Jaime’s redemption through fire, mirroring Azor Ahai’s prophecy.",
+      "B. It symbolizes the cyclical nature of conflict and rebirth in Westeros.",
+      "C. It highlights Bran’s role as the Three-Eyed Raven manipulating Jaime’s fate.",
+      "D. It emphasizes Cersei’s destruction of the Great Sept as a parallel to Ragnarok."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/m4vG28iFpgg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 493,
+    "problem": "Based on the video, what is the most likely reason the player stops riding the pink pig after the initial segment (0:00:00–0:00:10), despite the pig reappearing later in the distance (0:01:00–0:01:10)?",
+    "options": [
+      "A. The player switched to Creative Mode, making riding unnecessary.",
+      "B. The pig was attacked and despawned during a combat sequence.",
+      "C. The saddle was removed from the player’s inventory.",
+      "D. The player prioritized using a sword instead of a bow."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/8zC3wU20ga0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 494,
+    "problem": "",
+    "options": [
+      "A. player starts in Ultimate Team mode and wants to unlock the \"Starter Defense Upgrade\" from the Redemption menu. Based on the progression of screens described in the video, which sequence of actions must they complete to achieve this?",
+      "A. Choose Uniform → Open Welcome Pack → Select \"Long Pass\" team style → Redeem Starter Defense Upgrade",
+      "B. Choose Uniform → Choose Style → Open Welcome Pack → Redeem Starter Defense Upgrade",
+      "C. Generate Best Lineup → Confirm Purchase of Welcome Pack → Add Player Card to Sets → Redeem Upgrade",
+      "D. Complete 100 Solo Challenges → Earn Loyalty Points → Unlock Gridiron Club Reward → Access Redemption"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BjkKMcS93yQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 495,
+    "problem": "What is the primary narrative purpose of the video, as inferred from the sequence of scenes, objects, and contextual clues across the timestamps?",
+    "options": [
+      "A. T.,\" \"Cyanogenmod,\" \"Launch Unlock\") and electronic components (circuit boards, tools) are central to the narrative.",
+      "C. Demonstrating tech-related DIY projects or modifications",
+      "B. Reviewing fashion accessories and nail art trends",
+      "D. Promoting a new smartphone brand's features"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/hLJ_RCSKF8o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 496,
+    "problem": "Based on the sequence of events in the news broadcast, which incident is Chief Bob Rich most likely addressing during his statements to the media?",
+    "options": [
+      "C. A police investigation involving a white RV",
+      "A. A car accident involving a black vehicle",
+      "B. A public event at the Notaries Public building",
+      "D. A traffic update near a McDonald's restaurant"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/8ExHYadt6Ng.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 497,
+    "problem": "Why does the video's portrayal of Jefferson 'Soapy' Smith's death include a bar scene despite historical records indicating the shootout occurred on the Juneau wharves?",
+    "options": [
+      "A. - John Gotti’s segments (0:00:50–0:01:00) focus on his imprisonment, not conflating him with Smith, invalidating Option C.",
+      "B. The bar scenes are symbolic of his criminal career, while the wharves text provides historical context.",
+      "C. The video mistakenly uses an unrelated gangster’s mugshot (e.g., John Gotti) to represent Soapy Smith.",
+      "D. The bar is a fictionalized setting to dramatize the vigilante committee’s planning before the wharf confrontation."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/aqr4WH54p9M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 498,
+    "problem": "Based on the video's recurring visual and textual motifs, which political ideology would most likely embrace the moral lesson of Dr. Seuss' \"Sneetches\" as a justification for government intervention, and why?",
+    "options": [
+      "A. Jeffersonianism - due to its emphasis on laissez-faire economics and distrust of centralized power.",
+      "B. Progressivism",
+      "C. ##### From [0:05:00 to 0:05:10]:",
+      "D. Founders' originalism - given the rural focus of Jefferson's era."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Lt5Q-bT9K2s.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 499,
+    "problem": "What user activity most likely triggered the \"Windows Defender Malware Detected\" alert?",
+    "options": [
+      "A. Customizing the desktop color via the Personalization settings",
+      "B. Recently using Adobe Creative Cloud applications",
+      "C. Browsing the Microsoft Store for new apps",
+      "D. Accessing a weather widget linked to \"Jonathan\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Ct3MXZnzGag.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 500,
+    "problem": "What is the most likely role of the woman featured throughout the video, based on her interactions and contextual clues?",
+    "options": [
+      "A. A passerby admiring the car’s design",
+      "B. A car owner showcasing her personal vehicle",
+      "C. A professional car reviewer for CarsGuide",
+      "D. A salesperson at a dealership"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/54aihzROu14.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 501,
+    "problem": "What is the primary goal or activity of the \"Bros FOURR Speed\" group, as inferred from the sequence of events and recurring elements in the video?",
+    "options": [
+      "A. Racing a modified car in a professional competition",
+      "B. Delivering packages for a logistics company",
+      "C. Filming a car commercial for Toyota",
+      "D. Customizing a Toyota truck with new aftermarket parts"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/6O7t95J276g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 502,
+    "problem": "What is the most likely narrative purpose of the transitions between the woman in the green shirt (0:00:00–0:00:30, 0:09:10–0:10:20) and the individuals in gray/black clothing (0:01:00–0:09:00) in the kitchen scenes?",
+    "options": [
+      "A. The gray/black-clad individuals are flashbacks of the green-shirted woman’s past.",
+      "B. The transitions separate the host’s introductions (green shirt) from step-by-step recipe demonstrations (gray/black clothing).",
+      "C. The gray/black clothing indicates nighttime cooking, while the green shirt represents daytime.",
+      "D. The green-shirted woman is an observer commenting on others’ cooking techniques."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/6dpgoFKs_1M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 503,
+    "problem": "Which myth about the MacBook is directly contradicted by footage demonstrating its capability through connected devices and peripherals?",
+    "options": [
+      "A. \"The MacBook can't connect to modern USB devices.\"",
+      "B. \"The MacBook sucks because it only has a single port.\"",
+      "C. \"You can't do real work on the MacBook.\"",
+      "D. \"The MacBook webcam is unusable for professional calls.\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/p7ZDHVdWcm8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 504,
+    "problem": "What is the primary narrative structure of the video, based on the relationship between the early collage sequence (0:00:10–0:00:20) and later segments?",
+    "options": [
+      "A. A single chef’s personal cooking journey across cultures",
+      "B. A technical tutorial focused on mastering rice preparation basics",
+      "C. A global survey of rice dishes introduced thematically and expanded in detail",
+      "D. A competitive cooking challenge featuring 16 distinct recipes"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/qb-gcaO_UIg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 505,
+    "problem": "What is the most likely narrative purpose of the recurring \"Enjoy home ground advantage\" text (0:00:00–0:00:10 and 0:02:10–0:02:20) in the video, and which team does this advantage most directly benefit?",
+    "options": [
+      "A. To promote Telkom’s network coverage; benefits Polokwane City",
+      "B. To emphasize fan loyalty; benefits both teams equally",
+      "C. Orlando Pirates' historical success at home in the Telkom Knockout; benefits Pirates",
+      "D. To advertise a stadium renovation; benefits the team in orange jerseys"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/dxgzlq5djnU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 506,
+    "problem": "",
+    "options": [
+      "A. cyclist wins Stage 5 of the Giro d'Italia, crossing the finish line in a black and green jersey. Later, during Stage 12, a cyclist from the same team is seen competing. Which team is this?",
+      "A. Team Sky (matching \"Sky\" jerseys in Stage 1 press conference)",
+      "B. Astana Pro Team (\"ASTANA PRO TEAM\" text in race footage)",
+      "C. Tinkoff",
+      "D. ORICA GreenEDGE (\"ORICA\" logo on podium attire in Stage 7)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/FKexJ_tlLvg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 507,
+    "problem": "After the initial bird's-eye view of Asia, the video transitions through multiple locations. Based on contextual clues and scene details, which sequence of countries does the video follow in chronological order?",
+    "options": [
+      "A. China → Vietnam → Taiwan → Japan",
+      "B. Japan → Taiwan → Vietnam → China",
+      "C. Vietnam → China → Japan → Taiwan",
+      "D. Taiwan → Japan → China → Vietnam"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/gucJKD4qIws.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 508,
+    "problem": "What sequence of events most likely underlies the \"Weiner for Mayor\" campaign's focus on public safety, as suggested by the video's narrative progression?",
+    "options": [
+      "A. A snowy rescue operation followed by a protest at a Confederate memorial.",
+      "B. A crime reported in a news segment leading to a police investigation and a related fire incident.",
+      "C. A peaceful park scene disrupted by a fire investigation near a playground.",
+      "D. A protest against a historical memorial directly prompting the mayoral campaign."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_pXp27MPxNo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 509,
+    "problem": "Which cyclist is most likely riding the bicycle with the \"FESTA\" logo and Schmolke Carbon handlebars, based on component continuity and scene transitions?",
+    "options": [
+      "A. The cyclist in the orange jacket and black helmet at 0:04:30–0:04:40, riding a black bicycle with a white water bottle.",
+      "B. The cyclist in the red jacket and black helmet at 0:05:10–0:05:20, riding a black bicycle through a forest.",
+      "C. The cyclist in the orange jacket and black pants at 0:01:50–0:02:00, riding a purple bicycle.",
+      "D. The cyclist in the black jacket at 0:00:00–0:00:10, riding a black bicycle."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/qdezMOsTQn0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 510,
+    "problem": "Why does the video transition from showcasing the Jaguar F-PACE in a wooded area to the I-PACE being charged and later driven on a highway, followed by a discussion of its driving modes?",
+    "options": [
+      "A. To emphasize the F-PACE’s off-road superiority over the I-PACE’s urban focus.",
+      "B. To showcase the I-PACE’s charging process as a flaw in electric vehicles.",
+      "C. To establish the F-PACE as a conventional SUV before highlighting the I-PACE’s electric innovations and performance versatility.",
+      "D. To conflate both models’ features, suggesting they are equally suited for all terrains."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/2PwV6VS54XU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 511,
+    "problem": "Based on the news broadcast's evolving narrative, why do detectives suspect the \"Probox\" was used as the getaway vehicle in the ATM robbery?",
+    "options": [
+      "A. The Probox was directly visible in the CCTV footage showing the masked man at 9:16 PM.",
+      "B. The Probox is a vehicle commonly associated with the \"jackpot technique\" used in prior robberies.",
+      "C. The Probox was captured on CCTV leaving the ATM location shortly after the masked man was recorded at 9:16 PM.",
+      "D. An eyewitness identified the Probox's license plate during the robbery."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/3P6VZSjMNGE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 512,
+    "problem": "Based on the video's progression, which action demonstrates the application of a Memphis-style rib preparation technique as indicated by the on-screen text?",
+    "options": [
+      "A. Using a jar of red sauce to marinate the meat (0:00:30–0:00:40); establishes flavor complexity.",
+      "B. Seasoning meat with dry spices from a bowl (0:01:40–0:01:50); aligns with the dry-rub technique iconic to Memphis ribs.",
+      "C. Stirring a pot on the grill (0:05:00–0:05:10); indicates a secondary cooking method.",
+      "D. Applying barbecue sauce during grilling (0:04:40–0:04:50); highlights saucing as a finishing step."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/FYwO6y3eI1o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 513,
+    "problem": "How does the \"Getting a Feel for Eclipses\" tactile book (0:01:00-0:01:10) relate to the satellite's mission mentioned earlier (0:00:30-0:00:40) in the context of Proxima B's habitability?",
+    "options": [
+      "B. The satellite analyzes how eclipses might stabilize Proxima B’s temperature for liquid water, while the book educates about eclipse mechanics critical to habitability modeling.",
+      "A. The satellite is designed to observe solar eclipses on Proxima B, and the book is a NASA training tool for astronauts to prepare for such phenomena.",
+      "C. The book’s eclipse map matches the satellite’s imaging of Proxima B’s surface, proving the planet’s potential for human colonization.",
+      "D. The satellite’s \"PROXIMA B HABITABILITY\" study uses data from the tactile book to simulate atmospheric retention during eclipses."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/d1RmxG-BjVk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 514,
+    "problem": "Based on the video's content, which two individuals are credited as the writers of *Guardians of Infinity #3* and are featured in separate scenes discussing their roles, while also holding distinct leadership positions in the comic’s production?",
+    "options": [
+      "A. Darryl McDaniels (DMC) and Axel Alonso",
+      "B. Darryl McDaniels (DMC) and Edgardo Miranda-Rodriguez",
+      "C. **Key Reasoning**: The question requires synthesizing writer credits from the opening graphic, verifying their on-screen roles (DMC as writer/publisher; Edgardo as writer/editor-in-chief), and excluding unrelated Marvel executives. Both B and D involve leadership titles, but only B aligns with the comic’s specific credits.",
+      "D. Axel Alonso and Joe Quesada"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/JnCQhFZc4D8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 515,
+    "problem": "Which character is most likely being interviewed about a personal incident and later discussed in a newsroom segment?",
+    "options": [
+      "A. The woman in the maroon top being prepped in the makeup room (0:00:30–0:00:40)",
+      "B. The man in the black suit gesturing during a serious conversation (0:01:20–0:01:30)",
+      "C. The woman in the red dress speaking on a boat with a city skyline backdrop (0:00:10–0:00:20)",
+      "D. The woman with a bruised cheek in the dimly lit room (0:00:50–0:01:00)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/clb_1BvHshY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 516,
+    "problem": "Which suspect's arrest reported in the broadcast is linked to a cold case homicide over a decade old?",
+    "options": [
+      "A. Jordan Goodlett (Cook Out Shooting)",
+      "B. John Jeff Hicks (Smyrna Shooting)",
+      "C. Damonta Meneese (2012 Shooting)",
+      "D. Herbert Hensley (Wrong-Way Motorcycle Crash)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/GBERmCAKFic.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 517,
+    "problem": "What narrative purpose does the construction site scene (0:30-0:40) serve in connecting the press conference (0:10-0:20) to the later Niagara Falls bridge scenes (0:50-1:10)?",
+    "options": [
+      "B. It depicts the ongoing development of infrastructure linked to the press conference’s sponsors, culminating in the bridge’s appearance.",
+      "A. It shows environmental damage caused by the sponsors of the press conference.",
+      "C. It highlights a conflict between industrial progress and natural preservation.",
+      "D. It introduces unrelated construction to contrast human activity with the falls’ tranquility."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/6tk1IZkGhhI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 518,
+    "problem": "Based on the video, which character appears in both a movie and a TV show, as indicated by production details and narrative context across different timestamps?",
+    "options": [
+      "B. Deathstroke/Slade Wilson (0:00:30–0:00:40, 0:05:20–0:05:30)",
+      "A. A gorilla in a leather jacket (0:02:50–0:03:00)",
+      "C. Savitar (0:04:30–0:04:40)",
+      "D. Green Arrow (0:00:00–0:00:10)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/EFJVwi3CMnE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 519,
+    "problem": "Based on the video, which two elements most directly connect the \"M.P. Professional Examination\" building scenes (0:00:10–0:00:20 and 0:01:40–0:01:50) to the interview with Kailash Vijayvargiya (0:01:10–0:01:20) in the narrative structure of the news broadcast?",
+    "options": [
+      "A. Both highlight architectural aesthetics of government buildings and Newzstreet TV’s production quality.",
+      "B. Both emphasize opposition protests and the public’s reaction to the CBI probe.",
+      "C. Both establish the Vyapam scandal’s origin and the ruling government’s political accountability.",
+      "D. Both contrast the ruling party’s formal attire with the opposition’s informal clothing."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/4T3rdWI7iF0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 520,
+    "problem": "In the CCTV America broadcast, which individual is featured in a formal interview discussing the significance of Lunar New Year and later appears in a different segment reacting to the festive environment?",
+    "options": [
+      "B. To shift focus from the news anchor to the cultural symbolism relevant to the Lunar New Year coverage",
+      "A. To contrast the formality of the studio with the informality of street reporting",
+      "C. To introduce the social media presence of CCTV America",
+      "D. To highlight the technological setup of the broadcast"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ogjWB2l21Sc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 521,
+    "problem": "What combination of tools and techniques was primarily used to create the final pink spiral light effect seen in the video (0:03:50-0:04:00), and what critical settings enabled its execution?",
+    "options": [
+      "A. Collapsible Light Sword + Universal Connector + Bulb Mode + pivoting rotation",
+      "B. Coast TX9R + Blue Color Filter + Manual Focus + static light placement",
+      "C. Coast G26 flashlight + Hood + ISO 800 + spiral arm movement",
+      "D. Light Sword + Pink Color Filter + Bulb Mode + pivot-and-rotate technique"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/I73pp-6XRMY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 522,
+    "problem": "Which two non-consecutive time intervals both feature scenes of John Wick engaged in combat within a transportation-related setting?",
+    "options": [
+      "A. 0:00:00-0:00:10 and 0:03:40-0:03:50",
+      "B. 0:00:20-0:00:30 and 0:05:40-0:05:50",
+      "C. 0:01:10-0:01:20 and 0:07:10-0:07:20",
+      "D. 0:02:20-0:02:30 and 0:09:00-0:09:10"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/5ky2ShJjJ1k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 523,
+    "problem": "What role does the man in the purple and black plaid shirt play in the video, and how does his presence connect to the broader promotional narrative?",
+    "options": [
+      "A. A customer demonstrating a purchased Sage Yoyo",
+      "B. A competitor showcasing alternative yo-yo tricks",
+      "C. The creator of \"The Sage Yoyo\" marketing the product directly",
+      "D. A tutorial instructor affiliated with YoYoTricks.com"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/KHrYy5BqtPo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 524,
+    "problem": "Why do the girls transition from the craft activity to the kitchen and then back to crafting, based on the progression of their activities?",
+    "options": [
+      "A. To cook a meal using craft materials like glitter and glue.",
+      "B. To retrieve a jar of jam for their science experiment.",
+      "C. To clean up spilled paint from the craft table.",
+      "D. To gather kitchen supplies (e.g., flour, oil) required for their slime and science experiments."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/pq81BxcK580.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 525,
+    "problem": "What is the **primary narrative purpose** of the video, as inferred from the sequence of scenes and contextual clues?",
+    "options": [
+      "A. To showcase Dell's partnership with Chinese tech companies to promote laptops running Kylin Linux.",
+      "B. To explain the technical differences between Kylin Linux and NeoKylin through a corporate case study.",
+      "C. To highlight China's efforts to develop domestically-controlled operating systems (like Kylin Linux) amid geopolitical tensions.",
+      "D. To criticize cybersecurity vulnerabilities in older Chinese operating systems like NeoKylin."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/qlPB_pQB33g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 526,
+    "problem": "",
+    "options": [
+      "A. man in a maroon shirt appears in multiple scenes. Based on the progression of settings and interactions, where was he first explicitly identified to be located?",
+      "A. A minimalist room with a hexagonal machine",
+      "B. A futuristic spaceship control room",
+      "C. A locker room in a corporate office",
+      "D. A capsule hotel in Vladivostok, Russia"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/3qiVhdXylhE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 527,
+    "problem": "Based on the evolving scenes and character interactions across the video, what is the **primary purpose** of the show \"Ask This Old House\" as depicted in these video frames?",
+    "options": [
+      "A. Promoting luxury real estate in golf course communities",
+      "B. Demonstrating outdoor recreational activities like golfing",
+      "C. Providing DIY/home improvement tutorials in residential settings",
+      "D. Hosting casual discussions about tropical landscaping"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/d4RaY6InfBY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 528,
+    "problem": "Based on the video's content progression and recurring elements, what is the most likely primary purpose of this video?",
+    "options": [
+      "B. Watch Review",
+      "A. A travel vlog showcasing Bilbao's architecture",
+      "C. A documentary about urban planning transitions",
+      "D. A personal vlog about daily life in a city"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BNjPCWzOoU0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 529,
+    "problem": "Why does the video include gameplay footage of \"Blood Dragon\" and \"Bioshock Infinite\" alongside detailed shots of ASUS and EVGA graphics cards?",
+    "options": [
+      "A. To promote a gaming bundle that includes both the cards and the games.",
+      "B. To compare the visual performance of the ASUS and EVGA GTX 670 models using these games as benchmarks.",
+      "C. To show that the games feature dragons, which are mascots for the graphics card brands.",
+      "D. To highlight that the games require the specific keyboard and monitor shown in the setup."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/du1hBHHrm8g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 530,
+    "problem": "What is the primary narrative purpose of including the family scene with a Christmas tree (0:00:20-0:00:30) and the backyard children playing (0:01:10-0:01:20) in the news broadcast about the Oklahoma Union school closures due to water issues?",
+    "options": [
+      "A. To suggest the school closures are coinciding with pre-scheduled holiday breaks",
+      "B. To illustrate the direct cause of the water contamination affecting the schools",
+      "C. To emphasize the impact of the closures on families and daily community life",
+      "D. To provide a visual contrast between serious news and lighthearted community events"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/k_stndFlnUY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 531,
+    "problem": "Based on the recurring logos, timestamps, and narrative context, which entity is responsible for broadcasting or documenting the majority of Conor McGregor’s open workout and related interviews shown in the video?",
+    "options": [
+      "C. UFC (via event organization)",
+      "A. Covering The Cage (via coveringthecage.com)",
+      "B. Everlast (via branding on McGregor’s glove)",
+      "D. RJ (Review Journal via reviewjournal.com)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/44vok2xwaKA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 532,
+    "problem": "The video transitions through various scenes depicting black holes, human figures, and futuristic elements. Which narrative progression best explains humanity's response to the black hole's existential threat, based on the sequence and content of the scenes?",
+    "options": [
+      "A. A scientist simulates black hole destruction, leading to the discovery of a parallel universe (\"insh.world\") where cities float in nebulae.",
+      "B. An astronaut studies a black hole, triggering gravitational lensing that reveals a hidden message (\"insh.world\") about cosmic balance.",
+      "C. A black hole's collapse of the universe forces humans to abandon technology and return to agrarian lifestyles in space colonies.",
+      "D. Facing universal collapse from a black hole, humanity creates a digital universe (\"insh.world\") as a refuge, symbolized by the fusion of cosmic and computational imagery."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/JrVT03zUscI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 533,
+    "problem": "How many times is the red Jeep Wrangler explicitly shown facing towards the left side of the image across all segments, and in which of these instances is it positioned on a desert terrain?",
+    "options": [
+      "A. 1 time total; desert instance included",
+      "B. 2 times total; both instances on desert terrain",
+      "C. 2 times total; only 1 instance on desert terrain",
+      "D. 3 times total; 2 instances on desert terrain"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/e3aLYhXDbz8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 534,
+    "problem": "Considering the progression of scenes and the impending Tropical Storm Hermine, which location is the \"Sailing Vessel Somnium\" most likely attempting to reach for safety, and how does the storm’s path influence the subsequent scenes involving the marina and yellow kayak?",
+    "options": [
+      "A. Tallahassee, Florida (due to the storm’s proximity to the Gulf)",
+      "B. Myrtle Beach, South Carolina (a labeled coastal city on the storm’s trajectory)",
+      "C. Savannah, Georgia (another labeled city at risk of flooding)",
+      "D. A marina in Florida (due to post-storm scenes and contextual clues)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/BO1tObl28Bo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 535,
+    "problem": "During a live news broadcast, which field segment was most likely reported simultaneously with the studio anchors' segment from 0:00:00-0:00:10, based on contextual clues?",
+    "options": [
+      "A. Noah Freeman at the red barn (0:00:20–0:00:30, 6:14, 68°, WTNH.COM)",
+      "B. Lavender field with WTHN 8 logo (0:00:40–0:00:50, 6:14, 68°)",
+      "C. Park solar panel installation (0:01:00–0:01:10, 6:15, 68°)",
+      "D. Sam Kantrow’s weather report (0:02:10–0:02:20, 6:16, 68°)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/f-cx1JuS7fs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 536,
+    "problem": "Which individual is most likely the same person seen both initiating camaraderie at the skate park’s opening scene (0:00:00–0:00:10) and later discussing skateboarding techniques in multiple subsequent interactions (e.g., 0:01:00–0:01:10, 0:03:50–0:04:00)?",
+    "options": [
+      "A. The man in the gray sweatshirt and black pants (left in the opening scene)",
+      "B. The man in the white t-shirt and black pants (middle in the opening scene)",
+      "C. ##### Conclusion:",
+      "D. A new character not present in the opening scene"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/eEjrcSDbFyE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 537,
+    "problem": "Which license plate number is associated with the car driven by the two men in the interior scenes later in the video, based on continuity of their clothing and scene transitions?",
+    "options": [
+      "A. ASG 905",
+      "C. LSA 906",
+      "B. ASG 906",
+      "D. KSA 900"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/iF6wHoGlGl8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 538,
+    "problem": "Based on the video's content, what is the most plausible underlying reason for Google's decision to let developers keep 85% of app subscription revenue, and how does this connect to broader themes in the video?",
+    "options": [
+      "A. To compete with Apple's subscription model, as implied by the \"Celebrate Our Planet\" app's cross-platform availability.",
+      "B. To offset the financial risks posed by patent trolls exploiting weakened patent laws, as discussed in the Ars Technica article.",
+      "C. To capitalize on the projected 20% CAGR in mobile app revenue by incentivizing more developers to adopt subscriptions.",
+      "D. To promote environmental awareness apps like \"Celebrate Our Planet,\" aligning with the cosmic/futuristic aesthetic of the opening scene."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KEF3Z6JDt14.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 539,
+    "problem": "What is the primary purpose of the video from which these video frames are derived, based on recurring visual and textual elements?",
+    "options": [
+      "A. Promoting the Marvel TV show \"Jessica Jones\" through character posters and dramatic scenes.",
+      "B. Advertising a podcast or live performance featuring recurring hosts Garrett and Sam Bashor.",
+      "C. Showcasing episodes or segments from the YouTube channel \"SourceFed\" with its trademark hosts and branding.",
+      "D. Documenting a live event celebrating a \"SOLVED\" achievement with trophies and crowds."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/KzAc2MiJ-Qo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 540,
+    "problem": "Based on the video's narrative structure and recurring settings, which hip-hop artist is most likely being interviewed in the segments featuring a man in a brown jacket and green shirt seated in a dimly lit room with formal paintings?",
+    "options": [
+      "A. Jay-Z",
+      "B. Birdman",
+      "C. 50 Cent",
+      "D. Zack O’Malley Greenburg (Forbes article author)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/KnB0b1bkdsw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 541,
+    "problem": "Based on the progression of scenes and dialogues, during which timestamp does Simba's visual positioning and textual dialogue most strongly reflect his transition from playful ambition to mature determination to reclaim his role as king?",
+    "options": [
+      "A. 0:00:40-0:00:50",
+      "B. 0:02:30-0:02:40",
+      "C. 0:02:40-0:02:50",
+      "D. 0:01:30-0:01:40"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/Krimtn7pyY8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 542,
+    "problem": "Which individual is most likely the primary subject of the video, based on their consistent presence and narrative significance across multiple scenes?",
+    "options": [
+      "A. The bearded man in the initial parked car (0:00:00–0:00:10)",
+      "B. The person in the blue baseball cap and glasses",
+      "C. The passenger in the green shirt (0:01:20–0:01:30; 0:04:40–0:04:50)",
+      "D. The cyclist on the city street (0:00:40–0:00:50)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/E3CB2RT2v5c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 543,
+    "problem": "Which product was showcased by two different presenters during the event, and what was a distinguishing visual feature of the product during the second presenter's segment compared to the first?",
+    "options": [
+      "A. iPhone X; transition from a multicolored phone to a white phone with gradient screen",
+      "B. Apple Watch; introduction alongside the iPhone X after initial solo presentation",
+      "C. iPhone 8; displayed in gold and rose gold after being shown in a previous segment",
+      "D. Smartwatch; featured emojis after a circuit board collage"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/G_ccIdwYFMk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 544,
+    "problem": "Based on the recurring settings and characters, which narrative element is most consistent with the kitchen scenes across different timestamps?",
+    "options": [
+      "A. A sponsored segment promoting Wholly Guacamole",
+      "B. A recurring comedic skit featuring various guests in absurd situations",
+      "C. Transitional segments introducing the next main guest",
+      "D. Behind-the-scenes footage of the show's preparation"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/H4oABK-JQtQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 545,
+    "problem": "Based on the video's narrative structure and recurring visual motifs, how many distinct segments in the video explicitly reference Donald Trump's non-political ventures or personas, and which numbered \"CRAZY THINGS\" from the 0:00:20-0:00:30 video do these segments systematically illustrate?",
+    "options": [
+      "A. 4 segments (Items 1, 3, 4, 5 of the \"5 CRAZY THINGS\")",
+      "B. 5 segments (All items in the \"5 CRAZY THINGS\" list)",
+      "C. Each numbered \"5\" logo or sequential transition (e.g., 5 → 4 → wrestling → game) systematically maps to the \"5 CRAZY THINGS\" list, confirming **5 distinct Trump-related segments**.",
+      "D. 3 segments (Items 2, 3, 5 of the \"5 CRAZY THINGS\")"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ZLkckVZmo84.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 546,
+    "problem": "Based on the scenes described, which company's industrial machinery is directly featured in the video alongside its corporate logo, requiring viewers to connect multiple scenes and narrative elements to confirm the association?",
+    "options": [
+      "A. PIL",
+      "B. Evergreen",
+      "C. DEMAG",
+      "D. TEREX"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/-NC7-6arC9Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 547,
+    "problem": "Which character’s narrative arc is reflected through scenes showing a red lightsaber in a dark forest (0:00:00-0:00:10), a later duel with a blue lightsaber (0:02:30-0:02:40), and a final confrontation in a throne room under a red light (0:06:20-0:06:30), symbolizing their internal conflict and eventual redemption?",
+    "options": [
+      "A. Emperor Palpatine",
+      "B. Kylo Ren",
+      "C. Darth Vader",
+      "D. Luke Skywalker"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/0MZZjohUjSI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 548,
+    "problem": "Which of the following scenes directly leads to the Joker's ultimate victory in corrupting Harvey Dent, thereby forcing Batman to violate his \"no-kill\" rule indirectly by taking responsibility for Dent's crimes?",
+    "options": [
+      "A. Joker in a white suit on a city street (0:00:10-0:00:20)",
+      "B. Joker in a nurse uniform labeled \"DENT\" holding a \"got milk?\" book (0:00:30-0:00:40)",
+      "C. Joker seated in a prison cell engaging the viewer (0:02:10-0:02:20)",
+      "D. Batman standing over a defeated Joker with a red arrow pointing at him (0:01:30-0:01:40)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/feTJERWU-tc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 549,
+    "problem": "In the video, which sequence of rituals and cultural activities is presented following the initial solitary worship of Shiva during Maha Shivratri?",
+    "options": [
+      "A. ",
+      "B. Group dance at a temple → community aarti → abhishekam at a riverside → offering food to a deity",
+      "C. Abhishekam at a temple → community aarti → preparation of offerings → parade with a float",
+      "D. Preparation of offerings → abhishekam → community aarti → dance performance"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/Prfqtk8GQx4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 550,
+    "problem": "Which fighter is accurately described by their in-game nickname, signature technique, and the outcome of their match against Bruce Lee?",
+    "options": [
+      "A. Chan Sung Jung: \"The Korean Zombie\" – Twister Submission – Lost by TKO",
+      "B. Bruce Lee: \"Granite Chin\" – Jeet Kune Do – Won by KO",
+      "C. Chael Sonnen: \"The American Gangster\" – Spinning Back Fist – Lost by Submission",
+      "D. Chun Li: \"Lightning Legs\" – Spinning Bird Kick – Won by Decision"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/fiZsVqWBZPs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 551,
+    "problem": "Why does the \"SYSTEM SOUNDS\" project use the 2019 exoplanet count (4,003) instead of the 1996 count (4) in their presentations?",
+    "options": [
+      "A. Because 2019 marks the launch of the TESS satellite, which directly collaborated with SYSTEM SOUNDS.",
+      "B. Because the 2019 count reflects discoveries enabled by TESS (launched in 2017), making the data more comprehensive for artistic interpretation.",
+      "C. Because 1996's exoplanet count was later proven inaccurate, invalidating its use.",
+      "D. Because SYSTEM SOUNDS exclusively uses data from the NASA Exoplanet Archive’s \"New Exoplanets Added!\" section (0:00:40–0:00:50)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/oduZUfyqMn4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 552,
+    "problem": "What is the most likely narrative reason the player character transitions from using the telescope in the apartment to driving the blue sports car into the snowy tunnel?",
+    "options": [
+      "A. The character discovered a hidden racing event through the telescope and needed to join it.",
+      "B. The telescope identified a target location (e.g., the tunnel or Weazel Plaza), prompting the character to navigate there.",
+      "C. The character needed to escape a threat spotted in the cityscape via the telescope.",
+      "D. The garage car was a prerequisite for unlocking the snowy cityscape level."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/oLUHuY-I058.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 553,
+    "problem": "Which two entities are jointly promoting a 7-day houseboat vacation giveaway as part of their collaborative event in the video?",
+    "options": [
+      "A. AYL and Forever Houseboats.com",
+      "B. Winter on the Rocks and Utah RV Show",
+      "C. AYL and Antelope Point Marina",
+      "D. Silver Hyundai and Antelope Point Marina"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Rna8Atbk75Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 554,
+    "problem": "Based on the evolving details in the news broadcast, what is the most likely correct name of the pink building central to the police operation, and why does the apparent confusion in its naming occur across scenes?",
+    "options": [
+      "A. MOMMY TRAP — the initial police report misheard the name due to poor audio quality.",
+      "B. BOBBY TRAP — the building’s sign was partially obscured, leading to an early misinterpretation.",
+      "C. BOOBY TRAP",
+      "D. NORTHWEST MIAMI-DADE — the building’s name is derived from its location, not a branded sign."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/0gd7fX7IUd8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 555,
+    "problem": "Based on the video, which is the correct name of the primary museum featured in the video, and what narrative reasoning supports this conclusion?",
+    "options": [
+      "D. Dinosaur Discovery Museum, confirmed by the external sign and institutional credits.",
+      "A. Museum of Natural History, due to the entrance sign visible from 0:00:50–0:01:00.",
+      "B. Carthage Institute of Paleontology, mentioned explicitly from 0:05:00–0:05:10.",
+      "C. Carthage College Museum, inferred from the park’s association with Carthage College at 0:00:00–0:00:10."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/V_Msd6vsnnc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 556,
+    "problem": "In the video, which two consecutive time segments first depict Tony Romo celebrating a team victory followed by him preparing to execute a pass during a critical game moment?",
+    "options": [
+      "A. 0:00:00-0:00:10 and 0:00:10-0:00:20",
+      "B. 0:00:20-0:00:30 and 0:00:30-0:00:40",
+      "C. 0:01:40-0:01:50 and 0:01:50-0:02:00",
+      "D. 0:04:30-0:04:40 and 0:04:40-0:04:50"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/1oVL5g32TKw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 557,
+    "problem": "Based on the video's narrative and recurring elements, which country is Jason Billam most likely visiting in his travel vlog, and what key clues confirm this?",
+    "options": [
+      "A. Hungary (use of Hungarian Forint and Budapest landmarks)",
+      "B. Romania (use of Romanian Leu and Bucharest landmarks)",
+      "C. Czech Republic (use of Czech Koruna and Prague landmarks)",
+      "D. Poland (use of Polish Złoty and Warsaw landmarks)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/oIXxEWU4zx8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 558,
+    "problem": "Based on the recurring themes and context in the video, which meal is **least likely** to be promoted by the \"FullyRaw Recipe App\" featured in the timestamps?",
+    "options": [
+      "A. A compartmentalized bento box with purple cabbage salad, black olives, green dip, and cherry tomatoes.",
+      "B. A green smoothie poured into a silver thermos, made with leafy greens and cucumbers.",
+      "C. ",
+      "D. A colorful grid of raw fruits (strawberries, bananas, blueberries) and vegetables (cucumbers, purple cabbage)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/73HNpqZtZmo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 559,
+    "problem": "In which scene is the dialogue \"Is it warm in here?\" used to create situational irony regarding the Night King's presence, and which earlier scene establishes the strategic context for this confrontation?",
+    "options": [
+      "A. 0:08:10–0:08:20 (Daenerys and Night King) and 0:00:30–0:00:40 (map discussion with unnamed characters)",
+      "B. 0:08:10–0:08:20 (Daenerys and Night King) and 0:01:10–0:01:20 (Jon/Daenerys strategizing around a map)",
+      "C. 0:03:50–0:04:00 (Daenerys/Thor meme) and 0:01:10–0:01:20 (Jon/Daenerys strategizing)",
+      "D. 0:08:10–0:08:20 (Daenerys and Night King) and 0:04:00–0:04:10 (medieval knight in white armor)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/6CmgEedlx0c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 560,
+    "problem": "What is the most plausible reason the women transition from interacting with the \"Bean Boozled\" jelly beans to drinking orange juice in the later part of the video?",
+    "options": [
+      "A. They are celebrating winning the \"Bean Boozled\" game.",
+      "B. They need to quench their thirst after eating salty jelly beans.",
+      "C. They are using the juice to counteract unpleasant flavors from the game.",
+      "D. They are preparing for a separate taste-testing activity."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/CUmNN6zGrEA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 561,
+    "problem": "Based on the progression of Brandi's role and interactions across the video segments, which scene most likely marks her transition from a participant to an organizer role in a storage auction event?",
+    "options": [
+      "A. 0:00:30-0:00:40 (\"BRANDI'S FIRST TIME\")",
+      "B. 0:00:50-0:01:00 (blonde woman with clipboard)",
+      "C. 0:01:20-0:01:30 (blonde woman at table with American flag)",
+      "D. 0:04:50-0:05:00 (collage with Brandi and \"STORAGE WAR\" signs)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fg0X4aMqTWw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 562,
+    "problem": "Based on the progression of scores and player appearances across the video, which player won their match in straight sets, and which sponsor was prominently featured during their decisive set?",
+    "options": [
+      "A. Player in yellow; Kia",
+      "B. Player in red; Lacoste",
+      "C. Player in white; Jacob's Creek",
+      "D. Player in green; Evian"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/egay4T9_T9U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 563,
+    "problem": "Based on the video's narrative and scene transitions, which of the following best explains the relationship between the young woman in the black \"JUST\" hoodie and the hamster shown in later scenes?",
+    "options": [
+      "A. The hamster is a figment of the woman’s imagination, symbolizing her inner thoughts during her monologue.",
+      "B. The woman is a pet store employee demonstrating proper hamster habitat maintenance.",
+      "C. The woman is the hamster’s owner, and the scenes of the hamster’s environment are intercut with her moments of reflection or speech.",
+      "D. The hamster’s habitat is part of a metaphorical contrast to the woman’s minimalist room, representing chaos vs. order."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/4awYOlw3Zg8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 564,
+    "problem": "Based on the sequence of scenes and video frames, which narrative purpose is most strongly supported by the transition from the studio segments (0:00:00-0:00:20) to the stadium scene displaying the Chargers' statement (0:00:20-0:00:30)?",
+    "options": [
+      "A. To contrast the professional tone of the studio anchors with the chaos of a live stadium event.",
+      "B. To provide visual evidence of the Chargers' historical efforts and official rationale for relocation.",
+      "C. To emphasize fan reactions in San Diego to the potential relocation.",
+      "D. To explain the logistical process of the NFL owners' vote next week."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/afNRjPHBGdk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 565,
+    "problem": "What is the most likely purpose of the colorful wheel with numbers seen in multiple segments (e.g., 0:00:50-0:01:00 and 0:01:00-0:01:10) of the video?",
+    "options": [
+      "B. A mechanic for determining player attributes in team-building auctions.",
+      "A. A tool for selecting in-game strategies during football matches.",
+      "C. A visual metaphor for the streamer’s emotional state during gameplay.",
+      "D. A randomizer for choosing opponents in multiplayer matches."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BkjHPHYx_jA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 566,
+    "problem": "During which segment is the 911 call made by Amanda Berry, a key moment in the survivors' escape, reenacted, and what visual evidence confirms this?",
+    "options": [
+      "C. Three; the initial photo included a rescuer or family member alongside the survivors.",
+      "A. Three; the fourth woman in the earlier segment is Robin Roberts, the interviewer.",
+      "B. Four; the later segments mistakenly refer to three due to a production error.",
+      "D. Four; the broadcast covers two separate kidnapping cases involving different numbers of survivors."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/C4e5Pp6052k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 567,
+    "problem": "What is the overarching theme of the news broadcast as depicted in the video segments?",
+    "options": [
+      "A. Coverage of a state dinner honoring foreign leaders",
+      "B. A congressional hearing on infrastructure spending",
+      "C. Legal developments in the Special Counsel���s investigation into the Trump administration",
+      "D. A live debate about immigration policy"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/mJp8bEb2_XQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 568,
+    "problem": "Based on the transitions in smartphone usage and environmental clues, what can be inferred about the **primary role** of the person interacting with the devices throughout the video?",
+    "options": [
+      "A. A student managing coursework and leisure",
+      "B. A tech reviewer demonstrating device features",
+      "C. A photographer editing images",
+      "D. An office worker multitasking between calls and apps"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/CzY-iUQG63Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 569,
+    "problem": "Which of the following locations corresponds to the **6th position** in the video's \"TOP 10\" list, based on visual and contextual clues across the video?",
+    "options": [
+      "A. Strip Club",
+      "B. Hospital",
+      "C. Highway",
+      "D. Fire Station"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/nyznlgcrSkI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 570,
+    "problem": "Based on the video's content and timeline, which of the following is the most likely reason for the man's surprised expression at 0:01:20–0:01:30?",
+    "options": [
+      "A. He discovered ice and gravel in his audio samples (0:04:10–0:04:20)",
+      "B. His \"Transpose\" and \"AUTOMATED EQ\" settings caused an unintended audio effect (0:05:40–0:05:50)",
+      "C. The collage of four unrelated photos confused him (0:00:00–0:00:10)",
+      "D. His \"PITCH SHIFTING\" experiment distorted a sound unexpectedly (0:01:10–0:01:20)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/M021RSApMXs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 571,
+    "problem": "Based on the video, what is the **primary purpose** of the video, and which specific smartwatch model/OS version is being featured in conjunction with carrier partnerships?",
+    "options": [
+      "A. A tutorial on using Android Wear 1.0; Samsung Gear S2 with AT&T.",
+      "B. A product launch announcement for Android Wear 2.0; unspecified model with AT&T, Verizon, and T-Mobile.",
+      "C. A review of a Fitbit smartwatch; Verizon-exclusive model with a 1-year contract.",
+      "D. "
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_-zawfC3s9M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 572,
+    "problem": "What is the primary focus of the news coverage at 580 Golden Harbour Drive as indicated by the video?",
+    "options": [
+      "C. A legal dispute over property ownership",
+      "A. A recent celebrity purchase of the property",
+      "B. Environmental concerns due to nearby construction",
+      "D. A weather report highlighting local climate conditions"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/BXPedqnPWHo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 573,
+    "problem": "During which time segment does the man first appear wearing a green t-shirt while the Porsche 944 displays a Florida license plate?",
+    "options": [
+      "D. 0:01:00–0:01:10",
+      "A. 0:00:40–0:00:50",
+      "B. 0:00:50–0:01:00",
+      "C. 0:01:10–0:01:20"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/2v331IIJ3vI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 574,
+    "problem": "Based on the video, which sequence correctly orders the video segments from earliest to latest in the recording timeline, considering changes in desk items, background elements, and recurring themes?",
+    "options": [
+      "A. \"Obsessive Pop Culture Disorder\" → \"Why Toy Story...\" (Cracked logo absent) → \"Why Toy Story...\" (Cracked logo present)",
+      "B. \"Why Toy Story...\" (with notebook) → \"Obsessive Pop Culture Disorder\" → \"CRACKED\" segments with Buzz Lightyear",
+      "C. All segments with Cracked logo first → \"Obsessive Pop Culture Disorder\" last",
+      "D. \"Obsessive Pop Culture Disorder\" → CRACKED segments with paper → CRACKED segments with notebook"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/8AcIwmMKt4g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 575,
+    "problem": "Based on the video's content, which of the following objects is never shown in the same scene as a red lipstick?",
+    "options": [
+      "A. Scissors",
+      "D. Blue nail polish",
+      "B. Flag",
+      "C. Black box labeled \"Lipstick Queen\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/XFRousv-rb8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 576,
+    "problem": "In the video, after the initial promotional segments for the BH Photo Video & Audio store, which entry-level DSLR camera model is the **first** to be explicitly named and discussed in detail, and what unique feature is highlighted for it?",
+    "options": [
+      "A. Canon EOS Rebel T2i — 1080p Video Capture",
+      "B. Nikon D3100 — 14.2 MP CMOS Sensor",
+      "C. Pentax K-r — Built-In Shake Reduction",
+      "D. Sony Alpha a33 — Pellicle Mirror"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/3ON3Lz1p8h0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 577,
+    "problem": "Based on the video, which GoPro model was used by Chris Schoot during his role as camera operator for the motorcycle scene, and how does this relate to the comparative testing shown earlier in the video?",
+    "options": [
+      "A. Hero 6 Black; it was directly shown in the motorcycle scene and compared to the Hero 7 Black in the split view.",
+      "B. Hero 7 Black; it was credited to Chris Schoot and matches the camera used for the motorcycle’s split-view recording.",
+      "C. Hero 7 (silver text); it appeared earlier in side-by-side comparisons, confirming it was used for the motorcycle scene.",
+      "D. Hero 6 Black; the motorcycle scene explicitly mentions Hero 6 Black, and Chris Schoot edited that segment."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cRAyLuq8bN4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 578,
+    "problem": "Which snake species is depicted in three distinct contexts: 1) a hypothetical size scenario in overlay text, 2) a historical exploration account, and 3) a movie poster, according to the video?",
+    "options": [
+      "A. Green anaconda",
+      "B. Titanoboa",
+      "C. Python",
+      "D. Sea snake"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/qyuoEH9-Ke4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 579,
+    "problem": "During which timestamp range is the Infiniti QX50's VC-TURBO engine visibly displayed, and what are its correct horsepower and torque specifications as provided in the video?",
+    "options": [
+      "B. 0:00:50–0:01:00; 275 HP and 290 lb-ft",
+      "A. 0:01:10–0:01:20; 268 HP and 280 lb-ft",
+      "C. ##### From 0:00:50–0:01:00 and 0:02:10–0:02:20:",
+      "D. "
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/7tYOF9VskYY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 580,
+    "problem": "Which car number competes in a daytime NASCAR race on an asphalt track and is not featured in any nighttime racing segments or promotional material?",
+    "options": [
+      "A. 11",
+      "B. 54",
+      "C. 18",
+      "D. None of the above"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/2gi-gpApDs8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 581,
+    "problem": "What role does the man in the blue \"NEVER GIVE UP\" shirt primarily play in the video, and how is his presence thematically integrated into the soccer gameplay scenes?",
+    "options": [
+      "C. A player who doubles as a symbolic figure embodying perseverance during matches.",
+      "A. A spectator delivering motivational speeches unrelated to the game.",
+      "B. A coach who occasionally participates in gameplay to demonstrate techniques.",
+      "D. A commentator analyzing the game while wearing themed apparel."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/n1rZ0FV_lPE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 582,
+    "problem": "The video features a white Ford B-Max car with license plate \"EX13 EFS\" in multiple scenes. Based on contextual clues across the video, what is the **primary purpose** of this video?",
+    "options": [
+      "A. A dealership advertisement showcasing the Ford B-Max for sale.",
+      "B. A driving lesson video demonstrating road safety and maneuvers.",
+      "C. A segment from the car show \"Fifth Gear\" reviewing the Ford B-Max.",
+      "D. A private seller’s homemade video documenting their car."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/erxwAC6FseA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 583,
+    "problem": "Based on the video, which city is the primary location of the broadcasting network (WTHR), and what key evidence supports this?",
+    "options": [
+      "A. Lafayette; mentioned in multiple segments with temperature 72°F",
+      "B. Homestead; \"Homestead Branch\" sign in the first segment",
+      "C. Indianapolis; \"Indianapolis\" location tag at 0:02:50 and repeated \"13 WTHR\" logos",
+      "D. Greenwood; temperature and weather forecast at 0:02:40"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/OGqHakx3QJw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 584,
+    "problem": "Based on the video, which character serves as the primary engineer of the Octonauts team, as evidenced by their consistent presence with tools/equipment and involvement in technical tasks across multiple scenes?",
+    "options": [
+      "A. White bear in a blue uniform",
+      "B. Green rabbit with a pink headband",
+      "C. Yellow dog in a green outfit",
+      "D. Black penguin-like creature"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8AS2Vb3GSek.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 585,
+    "problem": "Based on the interactions and environmental details described in the video, what is the **primary purpose** of the recurring use of containers filled with soil, small objects, and insects across the video?",
+    "options": [
+      "A. Meal preparation using exotic ingredients",
+      "B. Scientific research on arthropod behavior",
+      "C. Temporary storage during pest extermination",
+      "D. Habitat maintenance for captive arachnids"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/nP5efbYfBPU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 586,
+    "problem": "Based on the video's timeline, which sequence correctly orders the addition of ingredients into the cooking pot?",
+    "options": [
+      "A. Fish pieces → Chicken broth → Vegetables (celery/onions/garlic) → Bacon and corn → Clams",
+      "B. Chicken broth → Fish pieces → Clams → Vegetables → Bacon and corn",
+      "C. Vegetables → Fish pieces → Clams → Chicken broth → Bacon and corn",
+      "D. Bacon and corn → Fish pieces → Vegetables → Chicken broth → Clams"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/Bt-odOT49h0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 587,
+    "problem": "The video features multiple Honda Civics. Which specific Civic model is shown with both performance-oriented modifications and a license plate that hints at its official model designation, requiring analysis of its visual features and contextual clues?",
+    "options": [
+      "A. Black Honda Civic with \"VTech\" sticker (0:01:30-0:01:40)",
+      "B. Blue Honda Civic Type R with license plate \"RHO-101\" (0:01:40-0:01:50)",
+      "C. Dark blue Honda Civic with license plate \"PHY010\" (0:05:40-0:05:50)",
+      "D. Blue car with license plate \"SMURF\" (0:10:10-0:10:20)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/D86GqKiFRI8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 588,
+    "problem": "The video creator apologizes for audio issues in the video. Based on the video, what is the **primary technical reason** for these audio problems?",
+    "options": [
+      "A. The creator used their phone's microphone while taking selfies with the car.",
+      "B. Wind interference from the sports car's open door disrupted external audio.",
+      "C. ",
+      "D. The Ollif 4K camera's untested audio settings during filming."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/5YWO3-m8mek.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 589,
+    "problem": "Based on the video, which robot is explicitly linked to Starship Technologies through direct textual evidence in the video, and what distinguishing feature confirms its identity?",
+    "options": [
+      "A. The four-wheeled sidewalk delivery robot with a screen (0:00:00), confirmed by its urban parking position.",
+      "B. The six-wheeled robot discussed indoors under a \"TECH\" neon sign (0:01:40), confirmed by its interaction with demonstrators.",
+      "C. The six-wheeled robot navigating a brick path in a park (0:02:40), confirmed by the \"SOURCE: STARSHIP\" text.",
+      "D. The camera-equipped robot on a table during a TechCrunch discussion (0:02:50), confirmed by its mobility and camera."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/MczGB9cw9I4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 590,
+    "problem": "During which timestamp range did the father and child use a GPS device during their fishing expedition, and what does this imply about their strategy?",
+    "options": [
+      "A. 0:00:00–0:00:10; They used GPS to track fish behavior during a daytime catch.",
+      "B. 0:02:10–0:02:20; They relied on GPS for navigation during a prepared nighttime trip.",
+      "C. 0:04:40–0:04:50; GPS was used to coordinate a humorous \"double trouble\" daytime catch.",
+      "D. 0:07:30–0:07:40; GPS helped them avoid rain during a late-night expedition."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/7ac_zBOCGxo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 591,
+    "problem": "Based on the video segments, if the video was published by Pocketnow shortly after covering a product launch event, what is the most likely publication date of the video, and which device's launch does the opening segment showcase?",
+    "options": [
+      "A. May 11; Samsung Galaxy S4",
+      "B. November 18; Sony smartphone",
+      "C. November 25; HTC smartphone",
+      "D. May 7; Samsung ATIV S"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/V5AjUUYDNek.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 592,
+    "problem": "In the video, which team could NOT be selected as a favorite in the initial settings menu but appeared in a later team selection screen, requiring the user to navigate to a different menu or section?",
+    "options": [
+      "A. 26,100",
+      "B. 28,200",
+      "C. 43,400",
+      "D. 45,000"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/pGh2ZoHkmK0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 593,
+    "problem": "Based on the video's content, which factor most critically undermined the potential success of the Wuhan Summit's \"positive spin-off\" (0:02:20-0:02:30) in stabilizing India-China relations, despite PM Modi's cultural diplomacy and Nehru-era historical parallels?",
+    "options": [
+      "A. China's public admiration for Bollywood cinema creating unequal cultural influence",
+      "B. India's refusal to acknowledge Tibet as part of China during the Wuhan discussions",
+      "C. The 1954 Panchsheel Agreement's failure to prevent the 1962 war, creating ingrained distrust",
+      "D. Simultaneous Chinese naval expansion in the Indian Ocean and unresolved LAC border violations"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/2Cv2x0TbMqw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 594,
+    "problem": "Based on the interconnected clues across multiple timestamps, which TV show or movie in the video is implied to exist within the same fictional universe as Lemony Snicket's \"A Series of Unfortunate Events,\" and what narrative element confirms this connection?",
+    "options": [
+      "A. *Flicks and the City* — A man in a tunnel holds a lantern near a \"TUNNELS\" sign, referencing V.F.D. secret passages.",
+      "B. *Flecks and the City* — The newspaper headline \"Baudelaire Mansion Destroyed\" appears in a scene with characters linked to Lemony Snicket's books.",
+      "C. *The Shining* — A collage includes \"Count Olaf\" and \"Administration Office,\" tying it to the Baudelaire orphans' story.",
+      "D. *Supergirl* — The futuristic pod scene parallels the high-tech elements in \"The Austere Academy.\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/h7Cr16h4yzg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 595,
+    "problem": "Based on the video, in which location is the man first seen holding a beverage after interacting with a fishing lure in the garage?",
+    "options": [
+      "A. Car → Backyard → Garage → Home Office",
+      "B. Car → Backyard → Home Office → Garage",
+      "C. Garage → Backyard → Kitchen → Car",
+      "D. Backyard → Car → Home Office → Garage"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BILow7rP1FE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 596,
+    "problem": "The video documents a promotional campaign for a restaurant. Based on the locations visited, promotional elements, and the business card shown, which establishment is being promoted?",
+    "options": [
+      "C. Who's Food's",
+      "A. MODI Store",
+      "B. PASELA RESORTS",
+      "D. AIOO Robot Store"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/inc6cslffm0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 597,
+    "problem": "In which two distinct scenes does Keanu Reeves appear with a robotic prosthetic arm, and what are the respective titles of the media associated with these scenes?",
+    "options": [
+      "A. John Wick (*John Wick: Chapter 3 - Parabellum*) and Johnny Silverhand (*Cyberpunk 2077*)",
+      "B. Johnny Silverhand (*Cyberpunk 2077*) and Neo (*The Matrix*)",
+      "C. John Wick (*John Wick: Chapter 2*) and Duke Caboom (*Toy Story 4*)",
+      "D. John Wick (*John Wick: Chapter 3 - Parabellum*) and a businessman (*0:02:20-0:02:30 hallway scene*)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/6ld_f_--PCA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 598,
+    "problem": "What is the primary focus of Sasha Wood’s video based on the interplay between her social media branding and the recurring visual themes shown in the video?",
+    "options": [
+      "A. Logistics industry tutorials",
+      "B. Top 10 rankings of comic book characters/stories",
+      "C. In-depth analysis of Spider-Man’s character evolution",
+      "D. Unboxing and reviewing superhero merchandise"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/WXsM8tXHVUU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 599,
+    "problem": "In which timestamp is Chris Mazzioli seen interacting with a Chevrolet Corvette that has a color different from his attire, requiring the viewer to track his appearance across multiple scenes?",
+    "options": [
+      "A. 0:00:00–0:00:10",
+      "B. 0:01:50–0:02:00",
+      "C. 0:02:10–0:02:20",
+      "D. 0:03:00–0:03:10"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ge1p025V6Wk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 600,
+    "problem": "The video juxtaposes fictional depictions of mushrooms (e.g., \"Alice Through the Looking Glass\") with scientific and speculative content about cryptobiotic soil, mycelium, and mushroom extinction. What is the **primary purpose** of this contrast, based on recurring textual and visual motifs?",
+    "options": [
+      "A. To promote the movie *Alice Through the Looking Glass* by blending it with scientific trivia.",
+      "B. To critique humanity’s environmental impact by contrasting fantasy with ecological collapse.",
+      "C. To explore hypothetical scenarios (\"what if\") about fungal survival and its implications.",
+      "D. To document the biology of mushrooms through a mix of cinematic and lab footage."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_nafqX-0aVE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 601,
+    "problem": "Based on the video, which of the following is the **primary focus** of the television interview featuring Prof. James Momoh, Chairman of the National Emergency Response Centre (NERC)?",
+    "options": [
+      "A. The architectural diversity of bustling city streets",
+      "B. ##### Key Logical Steps:",
+      "C. Residential energy conservation and policy",
+      "D. Nigeria’s investment opportunities in the power sector"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/CbyMpEyFmLE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 602,
+    "problem": "Based on the video content, which Digital Audio Workstation (DAW) is shown being used during Shadow Child's masterclass, and what specific feature confirms its identity?",
+    "options": [
+      "D. Propellerhead Reason – Identified by the \"ReDrum\" drum machine interface",
+      "A. Ableton Live – Identified by its Session View grid",
+      "B. FL Studio – Recognizable by its step sequencer and piano roll",
+      "C. Logic Pro – Confirmed by the vintage EQ display"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/d40AqkK2-6A.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 603,
+    "problem": "Based on the video, which of the following inconsistencies suggests that the video was not filmed in a single continuous take?",
+    "options": [
+      "A. The man’s jacket color changes from blue to red.",
+      "B. The \"Habitat\" sign on the wooden fence is replaced by a \"Please do not feed the animals\" sign.",
+      "C. The tree behind the man alternates between having red berries and red flowers.",
+      "D. The camera angle shifts abruptly from low to high."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ecMNUNh2PoQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 604,
+    "problem": "Based on the video, which movie's characters **exclusively** appear in standalone scenes and are **never** part of any collages or multi-scene compositions?",
+    "options": [
+      "D. The Incredibles",
+      "A. Beauty and the Beast",
+      "B. The Lion King",
+      "C. Toy Story"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/WoNlhp1_e-Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 605,
+    "problem": "Based on the video, which of the following best explains the relationship between the machinery shown in the industrial/laboratory settings and the celestial events depicted (satellite/rocket launches and Earth views)?",
+    "options": [
+      "A. The machinery is used to test propulsion systems for the rocket seen launching at 0:50–1:00.",
+      "B. The machinery represents ground-based particle physics experiments unrelated to the space missions.",
+      "C. The machinery is part of a satellite’s payload designed to analyze cosmic particles in orbit, with the Earth views showing its observational scope.",
+      "D. Instead, the Earth’s curvature and vastness align with a satellite’s broad observational capabilities, which could include cosmic particle analysis."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/lOtuK7qTGrg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 606,
+    "problem": "",
+    "options": [
+      "A. user is playing FIFA 15 and edits Cristiano Ronaldo's position to \"Forward\" (0:00:20–0:00:30). Later, while searching for Ronaldo in the FUT Transfer Market Live Search (0:01:10–0:01:20), they cannot find him despite seeing his card earlier at 14,999,000 coins. The \"Millionaire\" scoreboard tag is visible (0:00:00–0:00:10). Which filter setting most likely caused this issue?",
+      "A. **Chemistry Style** set to \"Hunter\"",
+      "B. **Position** filter set to \"Midfielder\"",
+      "C. **Nationality** filter set to \"Portugal\"",
+      "D. **Pricing** max bid set to 5,000,000"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/YTb4bkC5BM4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 607,
+    "problem": "The video mention a red sign reading \"St. George's Market\" (0:00:30-0:00:40), yet later confirm the location as Borough Market. What explains this discrepancy, and where does the man in the yellow shirt first consume a \"Greedy Goat\" product?",
+    "options": [
+      "A. A continuity error; He first eats it at Camden Market",
+      "B. St. George's Market is Borough Market's official name; He first eats it at Old Spitalfields Market",
+      "C. St. George's Market is a stall within Borough Market; He first eats it at Brick Lane Market",
+      "D. St. George's Market is a different market in Belfast; He first eats it at Borough Market"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/BDNiFVDP080.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 608,
+    "problem": "According to the video, why did Manchester United fail to secure Gabriel Jesus and Kylian Mbappe at their lower valuations, leading to significantly higher transfer fees later?",
+    "options": [
+      "A. The players had release clauses that were activated by rival clubs.",
+      "B. The club lacked the financial resources to invest £5 million upfront.",
+      "C. They signed the players but loaned them back, losing them to other clubs.",
+      "D. They delayed acting on Giggs' advice, allowing their market value and competition to rise."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/FYCbT6Kol-k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 609,
+    "problem": "What is the correct sequence of steps Sarah Carey follows to prepare her fried chicken dish, according to the video segments?",
+    "options": [
+      "A. Coat raw chicken in green sauce, then in breadcrumbs, then fry.",
+      "B. Dip chicken in batter, coat in breadcrumbs, then fry.",
+      "C. Coat chicken in breadcrumbs, then green sauce, then bake.",
+      "D. Fry chicken, toss in green sauce, then coat with herbs."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/3uv-QkyLSJs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 610,
+    "problem": "Which political figure's activities were reported in two distinct geographic locations during the broadcast, and what contextual clues support this?",
+    "options": [
+      "D. The news anchor – \"Indian Springs\" and \"Kingman\"",
+      "A. Julian Castro (D) – \"THE VALLEY\" and \"LAUGHLIN-BULLHEAD CITY\"",
+      "B. Michael McDonald (Nevada GOP Chairman) – \"Indian Springs\" and \"Kingman\"",
+      "C. Senator Dick Durbin – \"U.S. Capitol\" and \"Las Vegas\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/Kc2UkqNeQsI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 611,
+    "problem": "Based on the video, which team is NOT participating in the Final Four basketball event discussed?",
+    "options": [
+      "A. Michigan State Spartans (green/white)",
+      "B. Louisville Cardinals (red/white)",
+      "C. Duke Blue Devils",
+      "D. UConn Huskies (navy/white)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Rozjk_3MwPc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 612,
+    "problem": "Based on the video, which researcher's work most likely involves studying the effects of interferon beta in naked mole-rats, and what contextual clues support this conclusion?",
+    "options": [
+      "A. Vera Gorbunova — She is shown using a microscope (0:00:10–0:00:20), and her expertise in cellular biology aligns with interferon research.",
+      "B. ",
+      "C. An unnamed technician — They are shown handling a syringe with red liquid (0:01:40–0:01:50), which matches the \"interferon beta\" label.",
+      "D. None of the above — The interferon beta text is unrelated to the researchers shown."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_mAgTLCHZjY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 613,
+    "problem": "Based on the video's content, which species is highlighted as \"Near Threatened\" in the \"Animal Logic\" series created by Danielle Dufault, set in a country with a map explicitly shown in the video?",
+    "options": [
+      "A. ##### From [0:05:50 to 0:06:00]:",
+      "B. Yellow-throated Toucan (*Ramphastos ambiguus*)",
+      "C. Resplendent Quetzal (*Pharomachrus mocinno*)",
+      "D. Pale-billed Woodpecker (*Campephalus guatemalensis*)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/eod6rvZFAhE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 614,
+    "problem": "Which character's first appearance in Marvel Comics is directly referenced in two different scenes within the video, and in which movies are these scenes featured?",
+    "options": [
+      "A. The comic scene (0:01:10-0:01:20) features Fin Fang Foom (an Iron Man antagonist), while the movie scene (0:01:20-0:01:30) depicts Surtur, a key antagonist in *Thor: Ragnarok*.",
+      "B. Both scenes (0:01:10-0:01:20 and 0:01:20-0:01:30) depict the same creature, Fin Fang Foom, across different media.",
+      "C. The comic scene (0:01:10-0:01:20) shows Surtur from *Thor: Ragnarok*, while the movie scene (0:01:20-0:01:30) features a generic dragon unrelated to Marvel lore.",
+      "D. The dragon-like creature in both scenes is a variant of the Midgard Serpent from Norse mythology, adapted differently in comics and movies."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/dpjt6kBzej4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 615,
+    "problem": "Based on the video, which location is the primary focus of \"Hidden Inca Tours\" as depicted in the video?",
+    "options": [
+      "A. Peru (Inca civilization)",
+      "B. Turkey (ancient Anatolian sites)",
+      "C. Egypt (pyramids and Memphis ruins)",
+      "D. India (lost ancient cities)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/HPjtdfifsuk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 616,
+    "problem": "Which creature encountered in the game is later referenced as a mastered item in the player's inventory?",
+    "options": [
+      "A. The dragon statues guarding the stone structure entrance (0:00:30–0:00:40)",
+      "B. The white-headed creature holding a sword (0:01:30–0:01:40)",
+      "C. The dragon-like creature near the castle (0:06:00–0:06:10)",
+      "D. The knight in golden armor dueling with a spear (0:00:50–0:01:00)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dk6eKPj6sfM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 617,
+    "problem": "What is the primary purpose of the video, based on the integration of sequential details across timestamps?",
+    "options": [
+      "A. A live musical performance featuring multiple instruments.",
+      "B. A studio tour demonstrating the organization of musical equipment.",
+      "C. An unboxing and demonstration of Logitech streaming/recording products.",
+      "D. A tutorial on setting up a home music studio."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/GJk_aVONgFk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 618,
+    "problem": "Based on the progression of scenes, how did the man most likely transport his camping gear from the parked white car to the forest campsite?",
+    "options": [
+      "A. Carried all gear manually on foot",
+      "B. Used only the bicycle without additional storage",
+      "C. Utilized the bicycle with a trailer attachment",
+      "D. ##### From [0:03:50 to 0:04:00]:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/JZAF3UQAx1E.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 619,
+    "problem": "Which two elements from the video are directly tied to both \"The Incredibles\" and another distinct movie/franchise mentioned in the video, through shared actors or recurring Easter eggs?",
+    "options": [
+      "A. Samuel L. Jackson's vocal role + the \"A113\" license plate",
+      "B. Edna Mode's design + the \"No Man is an Island\" book",
+      "C. The \"Metropolis Tribune\" headline + the jungle training scene",
+      "D. The \"CEL-SHADDED PLANS\" text + the spiral tunnel chase"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/EiKuJtOSXxQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 620,
+    "problem": "In the video, what is the correct sequence of adding key ingredients to the pan during the preparation of the Spicy Beef Sambal Noodles?",
+    "options": [
+      "A. Ground beef → Sambal sauce → Diced tomatoes → Chopped onions",
+      "B. Ground beef → Chopped onions → Diced tomatoes → Sambal sauce",
+      "C. Chopped onions → Ground beef → Sambal sauce → Diced tomatoes",
+      "D. Sambal sauce → Ground beef → Diced tomatoes → Chopped onions"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/m4DHxHK5Aao.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 621,
+    "problem": "Based on the video's content and progression, which of the following steps is explicitly demonstrated or textually instructed as part of the tutorial for creating the \"Upside Down Twist Updo\"?",
+    "options": [
+      "A. Holding a black cat to calm nerves during styling",
+      "B. Using a cheap elastic that may need to be cut off later",
+      "C. Embracing a person in a black shirt for stability",
+      "D. Resting one’s head on another’s shoulder to adjust hair tension"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/LoREN2bzpaE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 622,
+    "problem": "Based on the video's progression and technical details, which of the following best explains why the initial comparison of pulleys (0:00:00-0:00:20) is relevant to the later dyno test (0:00:20-0:00:30) and engine maintenance scenes?",
+    "options": [
+      "A. The cylindrical pulley is part of the dynamometer's torque measurement system, while the flat pulley connects to the BBK Performance air filter.",
+      "B. The 3-prong pulley puller (left pulley) is being demonstrated for later use in removing the engine's harmonic balancer during BBK's dyno test, adhering to SFI 18.1 standards.",
+      "C. The pulleys represent transmission components being tested for efficiency, which correlates to the \"260.03\" power output shown on the dyno graph.",
+      "D. The central hole in the right pulley matches the silver wrench shown later (0:01:00-0:01:10), indicating a tool compatibility demonstration."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fbDuJhyG0wA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 623,
+    "problem": "Based on the video segments, which team scored the game-winning goal and what was the final score?",
+    "options": [
+      "A. Montreal Canadiens, 3-2",
+      "B. Calgary Flames, 3-2",
+      "C. Montreal Canadiens, 2-0",
+      "D. Calgary Flames, 2-2"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/8YdwXrusZ_I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 624,
+    "problem": "Based on the architectural elements and the man's attire described in the video, which timestamp most likely shows the same individual interacting with a part of the building complex he was previously documented photographing?",
+    "options": [
+      "A. 0:00:00-0:00:10 (stone archway)",
+      "B. 0:06:30-0:06:40 (Tudor mansion with lion statue)",
+      "C. 0:05:50-0:06:00 (man approaching statue in garden)",
+      "D. 0:06:50-0:07:00 (man in doorway of grand building)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/CHmo_O-xEnI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 625,
+    "problem": "Which continuity error is present in the video based on the video?",
+    "options": [
+      "A. The red umbrella disappears from the courtyard between 0:00:00-0:00:10 and reappears at 0:01:20-0:01:30.",
+      "B. The orange fruit on the tree (0:00:30-0:00:40) is replaced by a blue and yellow ball on the sculpture (0:01:00-0:01:10) in the same location.",
+      "C. The man’s black jacket changes to a black suit between 0:00:40-0:00:50 without explanation.",
+      "D. The geometric sculpture’s structure shifts inconsistently, alternating between triangular panels and a pyramid shape."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2-eetx6cUmA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 626,
+    "problem": "Based on the video content, which of the following best describes the relationship between ARP Fasteners and the engines displayed throughout the video?",
+    "options": [
+      "A. To provide a tutorial on engine assembly using ARP Fasteners",
+      "B. To promote V8TV's coverage of automotive events through expert presentations",
+      "C. To showcase ARP Fasteners' products in the context of high-performance automotive applications",
+      "D. To document a live technical workshop conducted by SEMA engineers"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/O1va1bR0KKE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 627,
+    "problem": "Based on the video, which two video game franchises are featured in the gameplay segments?",
+    "options": [
+      "A. **Call of Duty** and **FIFA**",
+      "B. **Grand Theft Auto** and **Pro Evolution Soccer**",
+      "C. ",
+      "D. **Battlefield** and **FIFA**"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/nLiqJiIFa2A.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 628,
+    "problem": "Based on the video, which character is depicted wearing a black suit with a lightning bolt emblem and is revealed to have aspirations of becoming the Flash in the 25th century?",
+    "options": [
+      "A. Zoom (Hunter Zolomon)",
+      "B. Savitar",
+      "C. Eobard Thawne",
+      "D. Gorilla Grodd"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/3X-cfu_sHhw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 629,
+    "problem": "Based on the video, which institution is associated with the first instance of a monetary figure below $65,000?",
+    "options": [
+      "A. Harvard University",
+      "B. Massachusetts Institute of Technology",
+      "C. Swarthmore College",
+      "D. United States Military Academy"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/6cv4tawutuo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 630,
+    "problem": "Based on the recurring themes and textual clues in the video, which segment most likely serves as a direct follow-up to \"PHIL'S PERFECT POTATOES\" (0:00:40–0:00:50), and what contextual evidence supports this?",
+    "options": [
+      "A. 0:01:10–0:01:20 (\"SPUD U LIKE LIVES ON!\" with camouflage-shirted man preparing potatoes)",
+      "B. 0:03:00–0:03:10 (hosts discussing chili with \"SPUD U LIKE LIVES ON!\" text)",
+      "C. 0:06:50–0:07:00 (collaborative cooking with bread and knife, \"SPUD U LIKE\" text)",
+      "D. 0:05:20–0:05:30 (golden roasted potatoes with \"SPUD U LIKE\" text)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/PoHWFHSoL08.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 631,
+    "problem": "",
+    "options": [
+      "A. man appears confused while holding a canned product in a kitchen scene (0:00:30-0:00:40). Later, multiple unconventional food items are prominently featured. Which factor most plausibly connects his confusion to the video's broader theme?",
+      "A. He is reacting to Sweet Sue’s canned chicken being pre-cooked, contrasting with the effort shown in preparing other dishes (e.g., roasted chicken).",
+      "B. His confusion mirrors the viewer’s reaction to the Ranch Dressing Soda’s existence (0:02:00-0:02:10).",
+      "C. He is baffled by the idea of Mountain Dew Fudge (0:02:20-0:02:30), foreshadowing its later advertisement.",
+      "D. His gesture reflects disapproval of the canned pork brains (0:09:10-0:09:20) shown later."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/40jJm9rPTxA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 632,
+    "problem": "Why is the video titled \"I will not impede airflow with my butt\" (0:07:40–0:07:50) ironic in the context of the full sequence?",
+    "options": [
+      "A. The cat was earlier shown blocking kitchen airflow by sitting near cooking appliances.",
+      "B. The cat previously disrupted a roof vent system by lying on satellite dishes (0:00:10–0:00:30).",
+      "C. The cat is actively blocking a keyboard in the paused video, which does not affect airflow.",
+      "D. The cat was seen earlier obstructing computer tower vents with its body (0:07:20–0:07:30)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/7ALz-KHv1fc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 633,
+    "problem": "Which sequence best illustrates the video's thematic progression from exploring unconventional food sources to addressing sustainable food production challenges?",
+    "options": [
+      "A. Jellyfish consumption → Lab-grown meat experiments → Mushroom farming → Fish market protests",
+      "B. Contemplating jellyfish as food → Sustainable aquaculture research → Lab meat cost analysis → Food labeling activism",
+      "C. Underwater jellyfish habitat → \"Blue Revolution\" initiative → Fungus-based cuisine → Plastic pollution awareness",
+      "D. Jellyfish and pizza whimsy → Private investment in aquaculture → \"$280,000\" kitchen meat → Peaceful mushroom harvesting"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/5ZsJBU67qn0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 634,
+    "problem": "Throughout the video, cats interact with green elements in multiple scenes. Which of the following settings combines a **green carpet**, **wooden floor**, and **text (\"LuckyFerals\")** in the same frame, based on the video?",
+    "options": [
+      "A. The red dog house in the snowy backyard (0:00:10–0:00:20)",
+      "B. The black cat eating grass from a red plastic container (0:00:30–0:00:40)",
+      "C. The half-moon-shaped cat bed with green carpet (0:11:20–0:11:30)",
+      "D. The outdoor winter scene with scattered leaves and a white fence (0:04:40–0:04:50)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Kjb5rgjuS6M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 635,
+    "problem": "Based on the video segments, which team does James Winston play for, and what conference is he affiliated with?",
+    "options": [
+      "C. University of Miami (ACC)",
+      "A. University of Louisville (ACC)",
+      "B. Florida State University (ACC)",
+      "D. Clemson University (ACC)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dD1-Kp39P0c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 636,
+    "problem": "Based on the progression of events and objects revealed in the video, what product or service is the man most likely associated with promoting?",
+    "options": [
+      "A. A premium wooden crate manufacturing company (\"Bomber & Company\")",
+      "B. A YouTube channel specializing in unboxing experiences (\"Unbox Therapy\")",
+      "C. A line of precision cutting tools/knives under the \"B-2 Nano Blade\" brand",
+      "D. An e-commerce website (\"Bomberco.com\")"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/a5x2JQtjp1U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 637,
+    "problem": "Based on the video, what is the most likely overarching context of the entire video?",
+    "options": [
+      "A. A documentary about Jonathan Lipnicki’s career",
+      "B. A TV show episode discussing parenting techniques",
+      "C. An \"Honest Movie Trailers\" episode critiquing multiple films",
+      "D. A talk show interview with Tom Cruise and Zac Efron"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/ESXd2Aabdw8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 638,
+    "problem": "During which time segment is the man wearing a fish-patterned shirt while both a dragon poster and a green frog figurine are visible in the background, and his expression indicates surprise?",
+    "options": [
+      "A. 0:00:10–0:00:20",
+      "B. 0:04:20–0:04:30",
+      "C. 0:06:50–0:07:00",
+      "D. 0:09:50–0:10:00"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/61X4ESINNrM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 639,
+    "problem": "Based on the video, which of the following best explains the relationship between the different news segments from 0:00:00 to 0:02:20?",
+    "options": [
+      "D. C., showing regional collaboration.",
+      "C. The broadcast shifts from WMBR 2 ABC to WMAR 2 ABC because Towson University is located in Washington, D.C.",
+      "A. The entire segment is a single continuous broadcast by WMAR 2 ABC, blending studio and on-location reports.",
+      "B. The coverage combines segments from multiple ABC affiliates (WMBR, WMBF, WMAR) reporting on the same story for regional audiences."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/RncM9Y6d0_c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 640,
+    "problem": "What is the primary focus of the video discussed in the video?",
+    "options": [
+      "C. The development of Kylin Linux as a Chinese military/state-backed operating system.",
+      "A. The open-source collaboration between Kylin Linux and international tech companies.",
+      "B. The competition between Dell and Chinese brands in consumer electronics markets.",
+      "D. The role of NeoLite in streamlining corporate office workflows."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/qlPB_pQB33g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 641,
+    "problem": "Which car is featured both in an individual scene with a woman standing next to it and later in a promotional context with a logo overlay, while also being part of a collage depicting its charging process?",
+    "options": [
+      "A. Blue BMW i3 electric car",
+      "B. Blue Kia Soul EV",
+      "C. Red Renault Zoe",
+      "D. Black BMW with license plate \"YF67 ZDZ\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/adIkFEHwWlY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 642,
+    "problem": "Based on the cumulative evidence in the video, what is the most likely primary role of the man featured in the video, and what key contextual clue definitively confirms this role?",
+    "options": [
+      "A. Professional gamer; presence of gaming monitors and Star Wars collectibles",
+      "C. Technology product reviewer; \"Hardware Unboxed\" logo and repeated references to monitor specifications/price comparisons",
+      "B. Science fiction author; spaceship/robot models and \"Hardware Unboxed\" branding",
+      "D. Streaming hardware designer; cluttered workspace with prototypes and technical diagrams"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/nG3lL3RDofc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 643,
+    "problem": "Considering the recurring elements and textual cues across the video segments, which of the following best explains the significance of the \"SPORTY, LAID-BACK LOOK\" descriptor and the runner with the number 19 in the royal wedding coverage?",
+    "options": [
+      "A. The couple is promoting a sports brand, and the number 19 reflects the wedding date (19th day of the month).",
+      "B. The 11th public event involves a charity marathon, with the runner’s number 19 indicating the total events planned before the wedding.",
+      "C. The couple’s attire and the track setting symbolize their relaxed approach to royal duties, while the runner’s number 19 references the wedding’s budget (€19 million).",
+      "D. The \"SPORTY\" look aligns with a sports-themed pre-wedding public event (the 11th), and the runner’s number 19 correlates to the remaining days (43) minus the event count (11 + 19 = 30 days post-event)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/ChevvWh72bU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 644,
+    "problem": "What is the primary purpose of the video based on the sequence of scenes and elements presented in the video?",
+    "options": [
+      "D. Solicit audience opinions on favorite book covers",
+      "A. Promote the book *Everless* by Sara Holland",
+      "B. Promote the movie adaptation of *Everless*",
+      "C. Showcase the lifestyle and personal workspace of the red-haired woman"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/hbMpRUvpEEM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 645,
+    "problem": "Based on the sequential actions and ingredients shown in the kitchen, which dish are Amelia and Teddy most likely preparing?",
+    "options": [
+      "D. Cheese ravioli",
+      "A. Pizza",
+      "B. Vegetable soup",
+      "C. Tomato pasta with meat sauce"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/mVB5jWMKHwY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 646,
+    "problem": "Based on the video's content, which cheese from the initial platter (0:00:00–0:00:10) could be classified as a \"quick cheese\" coagulated with acids like vinegar or lemon juice, as discussed in later segments?",
+    "options": [
+      "D. None of the above",
+      "A. Blue cheese",
+      "B. Cheddar",
+      "C. Brie"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/-xXe4JM_jSI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 647,
+    "problem": "What is the correct chronological sequence of the bags the man is seen carrying throughout the video?",
+    "options": [
+      "B. Gray backpack → Black backpack → Camouflage bag → \"ANGRY GRUMPY\" suitcase",
+      "A. Gray backpack → Camouflage bag → \"ANGRY GRUMPY\" suitcase → Black backpack",
+      "C. No other order aligns with the timestamps.",
+      "D. Camouflage bag → Gray backpack → \"ANGRY GRUMPY\" suitcase → Black backpack"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/h7VfQYMNVkQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 648,
+    "problem": "The video includes multiple scenes featuring a woman in a pink shirt. However, which of the following continuity errors or inconsistencies involving her is evident when analyzing the video across different timestamps?",
+    "options": [
+      "A. She alternates between wearing glasses and not wearing them in scenes set at the same location.",
+      "B. Her pants color changes from black to gray between different shots of her on rocky hilltops.",
+      "C. She is shown both alone and with a companion at the same vantage point in Mullayanagiri.",
+      "D. The text \"Verdict!\" appears in a scene where she is present, contradicting earlier serene imagery."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/oLrYC0FWGfs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 649,
+    "problem": "In which timestamp range is Mulan depicted wearing a yellow dress with a red headpiece while standing near a waterfall, and which other princess shares her row in the 3x3 grid where Mulan wears a red dress?",
+    "options": [
+      "B. 0:05:10–0:05:20 (dark blue background); Jasmine",
+      "A. 0:00:30–0:00:40 (waterfall scene); Tiana",
+      "C. 0:09:30–0:09:40 (red/gold outfit); Aurora",
+      "D. 0:00:20–0:00:30 (3x3 grid); Snow White"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/KBlzBLFxy04.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 650,
+    "problem": "Based on the video, what is the most likely reason Indonesia postponed the Australians’ appeal hearing, and how does Australia’s offer to pay prison costs relate to this decision?",
+    "options": [
+      "A. The hearing was postponed due to incomplete legal documentation, and Australia’s offer aims to expedite the trial process.",
+      "B. The postponement allows Indonesia to negotiate extradition terms, while Australia’s offer seeks to reduce diplomatic tensions.",
+      "C. The delay occurred to review Australia’s proposal to fund life imprisonment as an alternative to executions, which could commute the Australians’ sentences.",
+      "D. The postponement was caused by logistical issues at Nusakambangan prison, and Australia’s offer addresses overcrowding costs."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WTVE8NbZ3sI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 651,
+    "problem": "Based on the video, which of the following statements is correct?",
+    "options": [
+      "A. The Hyundai Elite i20 is showcased only in blue, and the event is sponsored by Hyundai India Motors Ltd.",
+      "B. The Hyundai Ioniq electric is the only model with a visible license plate, and the event's name is \"OVERDRIVE\".",
+      "C. The Hyundai Elite i20 is featured in blue, yellow, and orange variants, and the event includes a Hyundai Director of Sales & Marketing.",
+      "D. All showcased cars have their Hyundai logos on the front grille, and the man in the white shirt is the event's director."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_PgibsYmXrc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 652,
+    "problem": "In which order were the following Power Moons obtained based on the video, and which was the earliest?",
+    "options": [
+      "A. A → B → C → D",
+      "B. D → A → B → C",
+      "C. B → C → D → A",
+      "D. D is the earliest, followed by A, B, and C"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/FH5s5tN4k2w.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 653,
+    "problem": "Based on the video, which organization is Dr. Grant Woods **primarily affiliated with** during his presentations about deer, and what evidence confirms this affiliation?",
+    "options": [
+      "C. Growing Deer TV",
+      "A. Bass Pro Shops — shown on logos in multiple scenes where he presents deer behavior.",
+      "B. Reconyx — referenced in a timestamped scene with deer and a fence.",
+      "D. Woods and Associates, Inc. — listed as the copyright holder in a deer-grazing scene."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/bECmJddg6wk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 654,
+    "problem": "Based on the video's sequence of events and styling process, which product or tool was used both **before** and **after** the installation of the crochet braids, as shown in the video?",
+    "options": [
+      "D. The \"Maximum Shine Wave Mousse\"",
+      "A. The \"3 PACKS\" of hair extensions",
+      "B. The green hair tie",
+      "C. The pink and green hair extension tool"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/q0RyClzF4es.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 655,
+    "problem": "The video features a man in a blue and black plaid shirt presenting content related to historical military events. Based on the recurring themes and contextual clues across the timestamps, which conflict is the video most likely focused on?",
+    "options": [
+      "A. World War I",
+      "B. World War II",
+      "C. The Vietnam War",
+      "D. A fictional interstellar war"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/3w9sfdGEIco.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 656,
+    "problem": "Based on the sequence of actions and items shown in the video, which beverage is most likely being prepared using the Blender Bottle and Pyrex measuring cup?",
+    "options": [
+      "A. Tazo Passion tea lemonade",
+      "B. Strawberry smoothie with lemonade",
+      "C. Iced coffee with cream",
+      "D. Green tea latte"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/2fD4WBv3Bpg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 657,
+    "problem": "What is the primary purpose of the video, as inferred from the video?",
+    "options": [
+      "A. To promote a new vineyard tourism initiative using drone cinematography",
+      "B. To demonstrate the capabilities and applications of the Yuneec Wizard Drone",
+      "C. To document the daily life of Lexy Savvides as she explores rural landscapes",
+      "D. To advertise a \"Fly the Future\" event focused on general aviation technology"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/DlPgBAZdAoQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 658,
+    "problem": "Based on the video, which dish required the use of a food processor for an ingredient, incorporated shredded cheese into its mixture, and was finished with a crumbly or crunchy topping?",
+    "options": [
+      "A. Cornbread",
+      "B. Carrot Cake",
+      "C. Casserole",
+      "D. Cheese Bread"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/fs5DpgshBMg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 659,
+    "problem": "Based on the video, why was the man in the black \"13 Fishing\" shirt at Lowe's Garden Center on September 25, 2017?",
+    "options": [
+      "A. To purchase fishing gear for a hobby",
+      "B. To buy materials for building a pond (Day 1 of the project)",
+      "C. To work as a Lowe’s employee restocking gardening tools",
+      "D. To film a promotional video for \"Smartpond\" products"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/f5shNgnGvCU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 660,
+    "problem": "Based on the video's content and production details, which entity is most likely responsible for producing this video?",
+    "options": [
+      "A. Gadgets 360",
+      "B. NDTV",
+      "C. Aman Rashid's personal channel (@AR_9192)",
+      "D. iQoo (the smartphone brand)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/L27zgL09zv4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 661,
+    "problem": "What is the **primary purpose** of the video, as inferred from the integration of scenes featuring the Hyundai Venue SUV, maritime settings, and Hyundai Blue Link technology across multiple timestamps?",
+    "options": [
+      "B. To showcase the Hyundai Venue’s versatility across environments and its advanced connectivity features",
+      "A. To promote Hyundai’s partnership with maritime industries",
+      "C. To advertise a new Hyundai Blue Link smartphone app for boat owners",
+      "D. To document a specific car launch event at a harbor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/GLmselGYOfs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 662,
+    "problem": "Based on the video, which of the following is the most likely reason for the discrepancy between the roller coaster's described colors (e.g., black/yellow vs. orange/black) and the sudden appearance of Jurassic World references in later timestamps?",
+    "options": [
+      "A. The video uses time-lapse footage showing the roller coaster being repainted during the day.",
+      "B. The video combines multiple segments filmed on different days at different amusement parks.",
+      "C. The roller coaster’s color changes are due to lighting variations, while the Jurassic World references are part of an unrelated advertisement overlay.",
+      "D. The video includes edited promotional content or cutaways, creating inconsistent visual themes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/is9d22KwnJc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 663,
+    "problem": "Which of the following real-world autonomous vehicle trials or deployments are NOT covered by Tomonews in the video?",
+    "options": [
+      "A. FI) and lack of explicit association with Tomonews in later Helsinki bus segments (e.g., 0:08:10–0:08:20) indicates this trial is **not directly reported** by Tomonews.",
+      "B. ##### From [0:02:40 to 0:02:50]:",
+      "C. ##### From [0:07:50 to 0:08:00]:",
+      "D. EasyMile’s self-driving buses in Helsinki"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/ZPwiw3UNVjo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 664,
+    "problem": "Based on the video, which of the following best describes the **primary narrative or thematic purpose** of the entire video?",
+    "options": [
+      "A. A live broadcast of a political rally featuring speeches by leaders in red attire.",
+      "B. A documentary about urban development, highlighting traffic management and infrastructure.",
+      "C. A news compilation by Citizen News covering multiple public events, including parades, protests, and cultural gatherings.",
+      "D. A sports event coverage focusing on a stadium competition with crowd reactions and halftime performances."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/MvgJi_54lH4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 665,
+    "problem": "Based on the video's information, which factor most critically exacerbates Meredith Weaver's challenges in addressing the Liberty Animal Shelter's \"Health and safety concerns\" while performing her duties as Animal Control Officer?",
+    "options": [
+      "A. Inadequate visitor amenities reducing public support",
+      "B. Structural limitations of the 1974 facility affecting operational safety",
+      "C. - Health/safety discussions (e.g., \"Potential health and safety issues\" text at 0:00:50) occur in cluttered workspaces, but these are symptoms of the outdated facility, not primary causes.",
+      "D. Insufficient staff kitchen facilities limiting employee productivity"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/l4LGnnr7010.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 666,
+    "problem": "What overarching theme best connects the presence of the motivational quote \"Life is what happens when you're busy making other plans,\" the \"LOVE Today's Menu\" sign listing \"Protects, Trusts, Hopes, Oversees,\" and the unboxing of size 3 diapers in the video?",
+    "options": [
+      "A. Organizing a home office for productivity",
+      "B. Preparing for the arrival of a new baby",
+      "C. Setting up a craft supplies business",
+      "D. Planning a long-term travel journey"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/E-v81HPWeFA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 667,
+    "problem": "Based on the video, which of the following is **NOT** presented as a key selling point or explicit feature of the Kia Optima SX Turbo?",
+    "options": [
+      "A. Stinger-inspired running lights",
+      "B. Hybrid powertrain option",
+      "C. Standard Apple CarPlay and Android Auto integration",
+      "D. Spacious cargo and passenger room"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/MaLZWFin-BI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 668,
+    "problem": "Why might Knicks fans feel a \"damn shame\" was done to them during the events depicted in the video?",
+    "options": [
+      "A. The Knicks lost a crucial game to the Bulls at Madison Square Garden.",
+      "B. The Atlanta Hawks unexpectedly secured a higher draft pick than the Knicks.",
+      "C. The New Orleans Pelicans won the draft lottery despite lower odds, acquiring Zion Williamson.",
+      "D. The Hawks’ involvement (Option B) is a minor subplot compared to the Pelicans’ consequential lottery win."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/JavF3ojWuEo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 669,
+    "problem": "During the ABC 2 broadcast, the \"2 Degree Guarantee\" is prominently displayed alongside a forecasted temperature drop from 50°F to 30°F for Baltimore. What is the most plausible explanation for the name of this guarantee, despite the 20°F temperature difference?",
+    "options": [
+      "A. The guarantee refers to a 2°F margin of error for the forecast’s accuracy.",
+      "B. The temperature drop of 20°F is rounded down for branding purposes.",
+      "C. The guarantee applies only to wind chill calculations, not actual temperatures.",
+      "D. The 2°F difference reflects the change between daytime and nighttime temperatures."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/oX7iOxfvZWc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 670,
+    "problem": "What is the primary purpose of the video, based on the recurring elements and transitions between scenes across the timestamps?",
+    "options": [
+      "A. To promote a local tourism campaign focused on lake activities",
+      "B. To document a wildlife rescue operation on the lake",
+      "C. To advertise a talk show series featuring interviews in diverse aquatic settings",
+      "D. To provide safety guidelines for boating under different weather conditions"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/7e_TIpkUlkw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 671,
+    "problem": "Why does the woman use the \"DRY CONTAINER\" pitcher when blending almonds for her homemade almond butter?",
+    "options": [
+      "C. The dry container is optimal for grinding dry ingredients into a fine paste.",
+      "A. To accommodate the liquid from the apple slices shown earlier.",
+      "B. Because roasted almonds require a specialized container to retain heat.",
+      "D. The blender’s motor is only compatible with the dry container for nut processing."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Z9CfpY3ON9I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 672,
+    "problem": "Based on the video, which of the following is the most logical conclusion about the flight's destination and the young man's seating class?",
+    "options": [
+      "A. Economy class to Dubai on Emirates",
+      "B. First class to Dubai on Emirates",
+      "C. Business class to Singapore on Singapore Airlines",
+      "D. First class to Frankfurt on Lufthansa"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/HGkXRokuQmE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 673,
+    "problem": "Which of the following best describes the primary narrative purpose of the video, based on the progression of scenes and recurring elements?",
+    "options": [
+      "A. A tutorial demonstrating skincare routines and home organization tips",
+      "B. A vlog documenting daily life with embedded product promotions for a YouTube channel",
+      "C. A short film about friendship and shared adventures in urban/suburban settings",
+      "D. A commercial advertisement for a specific brand of skincare products"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dB8Qzx29irM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 674,
+    "problem": "Based on the video, which team’s fans are depicted in the opening scene (0:00:00–0:00:10), and what contextual clues confirm their affiliation?",
+    "options": [
+      "A. Memphis Tigers fans; their red/black attire matches the Tigers’ court logo.",
+      "B. Ole Miss Rebels fans; their red/black attire aligns with the Rebels’ home court colors and logos.",
+      "C. Memphis Tigers fans; the Tigers are the away team, and their fans dominate the stands.",
+      "D. Ole Miss Rebels fans; the Rebels’ opponents wear black/white, contrasting the fans’ colors."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/rvT6lFOgAEQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 675,
+    "problem": "Which of the following details about the red Volkswagen SUV is NOT featured or implied in the video?",
+    "options": [
+      "B. Cargo capacity of 96.8 cubic feet",
+      "A. Fuel efficiency of 17 city/23 highway MPG",
+      "C. Starting price of $31,500",
+      "D. Available in a hybrid engine option"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/0KcaIepcLSc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 676,
+    "problem": "Which Disney movie's characters are both featured in the opening logo scene (0:00:00–0:00:10) and later depicted in a wedding ceremony with a priest, sunset background, and a stone wall?",
+    "options": [
+      "A. The Little Mermaid",
+      "B. Cinderella",
+      "C. Beauty and the Beast",
+      "D. Frozen"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/h9DFAzUbAWA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 677,
+    "problem": "What is the most likely primary focus of the recurring \"TWILA\" segments shown in the video, based on contextual clues across multiple timestamps?",
+    "options": [
+      "A. A tropical storm system threatening coastal regions",
+      "B. An environmental documentary series about river ecosystems",
+      "C. A recurring news segment analyzing agricultural impacts of weather patterns",
+      "D. A public awareness campaign about flood prevention technologies"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/HftpjD7_dHc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 678,
+    "problem": "How many unique toys described as being in a \"playful mood\" across all timestamps also have a yellow top?",
+    "options": [
+      "A. 2",
+      "B. 3",
+      "C. 4",
+      "D. 1"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cnw8g8FrBcE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 679,
+    "problem": "What is the correct sequence of steps demonstrated in the video for repurposing a wine bottle into a decorated planter, based on the video?",
+    "options": [
+      "A. Clean bottles → Paint with chalkboard paint → Write message → Wrap with yarn",
+      "B. Paint with chalkboard paint → Clean bottles → Write message → Use glue gun",
+      "C. Write message → Clean bottles → Wrap with yarn → Paint with chalkboard paint",
+      "D. Clean bottles → Wrap with yarn → Paint with chalkboard paint → Use glue gun"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/JKwplQdz0FI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 680,
+    "problem": "",
+    "options": [
+      "A. geologist studying Israel's unique landforms encounters a massive transparent salt mountain with caves containing bitter salt crystals. According to the video's information, which combination of geological process and historical narrative best explains this formation?",
+      "A. Wind erosion over centuries + Site where manna fell during Exodus",
+      "B. Salt accumulation over millennia + Location of Sodom's destruction from Genesis",
+      "C. Water erosion creating canyon systems + Battle site where David defeated Goliath",
+      "D. Volcanic activity forming basalt columns + Mountain where Moses received the Ten Commandments"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/K66N6Npm07M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 681,
+    "problem": "Why is there red paint on the car's hood?",
+    "options": [
+      "A. It was splattered during a high-speed chase in a heist.",
+      "B. The man used the hood as a canvas for artistic expression, which later led to mechanical issues.",
+      "C. It resulted from an accident that damaged the car's exterior.",
+      "D. The paint was part of a custom design for a car show competition."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/fSl3bkVQNF8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 682,
+    "problem": "Based on the progression of construction activities and tool placements across the timestamps, where is the red lawnmower (first seen at 0:00:00-0:00:10) most likely intended to be stored permanently once all projects are completed?",
+    "options": [
+      "A. In the garage/workshop with concrete floors (initial room)",
+      "B. In the wooden shed under construction in the backyard",
+      "C. On the wooden deck near the pool",
+      "D. Beside the white fence near the air compressor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/XFGV4hXJWT8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 683,
+    "problem": "Based on the video, which company is most likely sponsoring the events and environments depicted across the timestamps, given the recurring thematic elements and technological branding?",
+    "options": [
+      "A. Apple",
+      "B. Microsoft",
+      "C. Google",
+      "D. Samsung"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/G0fBUomtwrc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 684,
+    "problem": "Which character serves as the focal leader in the opening scene, appears in the \"Animals\" toy set, and is part of the YouTube channel's storytelling theme involving tropical adventures?",
+    "options": [
+      "A. The red-haired doll in a green and purple outfit, leading the group and featured in the \"Mermaids\" set",
+      "B. The blue stuffed animal with green horns, positioned centrally in the opening and included in the \"Animals\" set",
+      "C. The black-haired hula dancer doll with a red top, central in later scenes and part of the \"Mermaids\" set",
+      "D. The green record player, a recurring musical element in multiple scenes and the \"Animals\" set"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_SkXmXKVEKc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 685,
+    "problem": "Which landmark is shown both in the initial black-and-white scene and later as a backdrop to a modern art installation in Trafalgar Square?",
+    "options": [
+      "A. Nelson's Column",
+      "B. The National Gallery",
+      "C. The stone pillar with a black plaque",
+      "D. The grand fountain"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/-iDGUVWzM6Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 686,
+    "problem": "Based on the video's content, which sequence of events best explains the relationship between advertiser boycotts and host departures at Fox News?",
+    "options": [
+      "A. Laura Ingraham's 2018 advertiser exodus led to her permanent removal, while Bill O'Reilly's 2017 boycott resulted from a coordinated activist campaign against his show.",
+      "B. Over 50 advertisers boycotted Bill O'Reilly in 2017, leading to his eventual removal, while Laura Ingraham faced a 2018 boycott after David Hogg exposed her advertisers following her controversial tweet.",
+      "C. Fox News forced out Bill O'Reilly in 2017 due to internal policies, while Laura Ingraham's advertisers withdrew support in 2018 because of declining ratings.",
+      "D. Both O'Reilly and Ingraham were removed immediately after single controversial statements, with advertisers reacting identically in both cases."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/g1MI3H-U3jE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 687,
+    "problem": "The video includes scenes from multiple films, one of which is explicitly titled in the video. Which actor is featured in both the explicitly named film and another distinct film hinted at through character descriptions and settings within the timeline?",
+    "options": [
+      "A. Nicolas Cage",
+      "B. Danny Trejo",
+      "C. Josh Brolin",
+      "D. Jessica Alba"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KBTSH0ggXJ8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 688,
+    "problem": "The video juxtaposes a scene from \"The Aviator\" (0:00:10–0:00:20) with the text \"AN OSTRICH KILLS 2 PER YEAR\" and later includes extensive footage of ostriches (0:00:20–0:00:40). A similar pattern occurs with the text \"A COBRA KILLS 10000 PER YEAR\" (0:02:40–0:02:50) and \"A HIPPO KILLS 300 PER YEAR\" (0:04:40–0:04:50). What is the most likely editorial purpose of alternating human-centric scenes with animal fatality statistics followed by footage of the referenced animals?",
+    "options": [
+      "A. To contrast human emotional struggles with animal aggression, implying humans are more complex.",
+      "B. To use the human scenes as metaphors for the animals' behaviors, linking Howard Hughes' distress to ostriches' danger.",
+      "C. To transition from symbolic representations of human tension (e.g., Hughes' breakdown) into documentary evidence of real-world animal threats.",
+      "D. To inaccurately attribute human emotions to animals, as seen in the later peaceful ostrich/hippo scenes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/IfYWARr68ew.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 689,
+    "problem": "Based on the video, what is the most plausible explanation for the recurring number \"8\" in elements like \"Connecticut 8 Style,\" the bottom-left corner displays, and the website \"www.ct-btf.com\"?",
+    "options": [
+      "A. It denotes the episode number of the television show.",
+      "B. It represents the number of team members in the TBF Federation’s Connecticut chapter.",
+      "C. ",
+      "D. It signifies the ranking of Connecticut’s fishing team in a national competition."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/RE2XqeZMIsM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 690,
+    "problem": "In how many distinct environments or settings does a red-colored object prominently appear in the video, and which combinations correctly identify them?",
+    "options": [
+      "A. 2 environments: Garage door (red light) and building (red fire alarm)",
+      "B. 3 environments: Garage door (red light), building (red fire alarm), and car engine bay (red air intake/components)",
+      "C. 3 environments: Coffee shop (red cup), staircase (red railing), and car engine bay (red components)",
+      "D. 4 environments: Garage door (red light), building (red fire alarm), car engine bay (red components), and room (red curtain)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/CAGSrEC-mTc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 691,
+    "problem": "In which country are both a floating market with a blue bucket of fish and a street market with green umbrellas and a mountainous island backdrop depicted?",
+    "options": [
+      "A. The floating market in Thailand",
+      "B. The street market in Thailand",
+      "C. The floating market in Vietnam",
+      "D. The fish market in Vietnam"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/3_E--wGyZpM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 692,
+    "problem": "What is the most likely reason the video transitions from promoting Halo 4 to showing detailed automotive workshop scenes before concluding with Forza Horizon and Xbox 360 content?",
+    "options": [
+      "A. To demonstrate the game development process of *Halo 4* using real-world mechanics.",
+      "B. To highlight a partnership between *Halo 4* and Ford Racing for in-game vehicles.",
+      "C. To promote a Halo-themed vehicle available in *Forza Horizon*, leveraging cross-title marketing.",
+      "D. To showcase the Xbox 360's capability to run both sci-fi and racing games seamlessly."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/XwWl8U3KjRw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 693,
+    "problem": "The video mentions a \"Super Summer Giveaway\" with \"Over 140 Summer Essential Prizes\" and later describes \"3 Huge Summer Prize Packages Containing Over 45 Items in Each\". How can both statements be true?",
+    "options": [
+      "A. The giveaway includes 140 individual items across the 3 prize packages, with each package containing exactly 46–47 items.",
+      "B. The 3 packages each contain over 45 items, contributing to the total of over 140 when combined with other prizes (e.g., hats, bags) shown earlier.",
+      "C. The initial \"140 prizes\" refers only to the items inside the 3 packages, with \"over 45\" being a rounding error.",
+      "D. The \"140 prizes\" are entirely separate from the 3 packages, which are additional bonuses."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/HDolmXLJwts.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 694,
+    "problem": "In which time segment is the man both wearing a blue upper garment and standing in front of a building with a visible truck, while orange umbrellas are present in the background?",
+    "options": [
+      "A. 0:00:20–0:00:30",
+      "B. 0:00:40–0:00:50",
+      "C. 0:01:00–0:01:10",
+      "D. 0:01:30–0:01:40"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/NpdybhRuuoA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 695,
+    "problem": "Based on the video's content and recurring elements, which of the following is the **most plausible identity** of the man in the blue and white plaid shirt seen throughout the video?",
+    "options": [
+      "A. Myah's father",
+      "B. A professional gardener named Scott McGillivray",
+      "C. A neighbor assisting the McGilvra family",
+      "D. A spokesperson for a gardening tool company"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/qSecJMli-Cc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 696,
+    "problem": "Based on the video, where did the tattoo controversy prompting the KCAL 9 news segment primarily occur, and what specific local entity was involved in the controversy?",
+    "options": [
+      "A. Ontario; The Ontario Pageant Organization",
+      "B. Phelan; The Phelan Chamber of Commerce",
+      "C. High Desert Communities; The Miss High Desert Committee",
+      "D. Los Angeles; KCAL 9 News Network"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/h1Xm8onPLVE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 697,
+    "problem": "What is the primary purpose of the video as suggested by the recurring elements and transitions between scenes?",
+    "options": [
+      "C. To promote LGBTQ+ advocacy by intertwining personal identity with global community and artistic expression.",
+      "A. To showcase a photography project focused on interior design and personal style.",
+      "B. To document a single individual's journey in preparing for a pride event.",
+      "D. To provide a travel vlog highlighting different cultural celebrations of Pride Month."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/J9PuGAbimj0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 698,
+    "problem": "Which timestamp range in the video provides conclusive evidence that the content is promoting the 2017 live-action adaptation of *Ghost in the Shell*, and explicitly confirms both its director and source material?",
+    "options": [
+      "A. 0:00:00–0:00:10",
+      "B. 0:00:10–0:00:20",
+      "C. 0:01:00–0:01:10",
+      "D. 0:02:10–0:02:20"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/6O6UBHheBWo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 699,
+    "problem": "What is the primary ingredient used in the canned jam, and during which time interval was the woman wearing a blue sweater while directly handling this ingredient?",
+    "options": [
+      "A. Dried apricots, 0:00:00–0:00:10",
+      "B. Dried mangoes, 0:00:10–0:00:20",
+      "C. Sugar, 0:01:10–0:01:20",
+      "D. Carrots, 0:02:20–0:02:30"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/d4spW9iElKw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 700,
+    "problem": "Which restaurant is located within Chicago Midway Airport, based on the addresses and establishments featured in the video?",
+    "options": [
+      "A. Shaw's Crab House (21 E Hubbard St)",
+      "B. Girl & The Goat (809 Randolph St)",
+      "C. La Bodega (355 N Clark St)",
+      "D. Gold Coast Dogs (5700 S Cicero Ave)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/ar83_I4T8Sw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 701,
+    "problem": "What is the **primary purpose** of the video, based on the progression of scenes and final promotional elements?",
+    "options": [
+      "A. To document a family’s daily routine in their suburban home",
+      "B. To promote Kellogg’s Frosted Flakes cereal through playful storytelling",
+      "C. ##### From [0:04:40 to 0:05:00]:",
+      "D. To combine product placement for Frosted Flakes with promotion of a podcast/online content"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/8HUZoWHJ0K4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 702,
+    "problem": "Which of the following plants were both labeled with text overlays **and** directly handled by the volunteer gardeners during their activities?",
+    "options": [
+      "A. *Hydrangea arborescens 'Hayes Starburst'* and *Brunnera macrophylla 'Looking Glass'*",
+      "B. *Aralia cordata 'Sun King'* and *Actaea 'Black Snakeroot'*",
+      "C. *Lilium martagon 'Arabian Knight'* and *LOBELIA (Cardinal Flower)*",
+      "D. *Amorphophallus (Voodoo lily)* and *ASTROMERIA 'Vincen Ice'*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/WPKhVFYYp2E.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 703,
+    "problem": "In what chronological order does the woman interact with the following items?",
+    "options": [
+      "A. 1 → 2 → 3 → 4",
+      "B. 1 → 2 → 4 → 3",
+      "C. 2 → 1 → 3 → 4",
+      "D. 3 → 1 → 2 → 4"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/JZSdrtEqcHU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 704,
+    "problem": "** In which segment is a falconer shown interacting with a bird while the TRT World logo is visible, and what distinguishes her attire from Omnya Ahmed's?",
+    "options": [
+      "A. A woman in a pink shirt and black hijab; Omnya wears a pink shirt and blue hijab.",
+      "B. ##### From [0:01:40 to 0:01:50]:",
+      "C. A man in a checkered headscarf; Omnya wears traditional cultural attire.",
+      "D. A woman in a tent with a geometric-patterned backdrop; Omnya is in a desert setting."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/LhWFq62UI5E.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 705,
+    "problem": "Based on the progression of scenes, why is the man inside a cage with lions and hyenas at 0:00:30–0:00:40 but later seen interacting directly with hyenas without a cage (e.g., 0:01:20–0:02:50), despite the inherent danger?",
+    "options": [
+      "A. The cage was only necessary for lions, and the man later demonstrated trust-based interactions with hyenas.",
+      "B. The hyenas in later scenes were sedated, allowing safe interaction.",
+      "C. The man escaped the cage and was subsequently attacked.",
+      "D. The later interactions occurred in a controlled training facility, not the wild."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/eBz1EqDpOAI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 706,
+    "problem": "Based on the video's progression of scenes and textual clues, what is the most likely purpose of the \"Scooby Doo\" labels on the green baskets shown later (0:01:20–0:01:30), and how does this connect to earlier marketing elements in the video?",
+    "options": [
+      "A. To indicate the baskets are part of a collaborative crossover toy line between Shopkins and Scooby-Doo.",
+      "B. To suggest a mystery-themed \"treasure hunt\" mechanic for finding hidden Shopkins, reinforcing the \"Hidden Shopkins Inside\" text seen earlier.",
+      "C. To coordinate with the green color of the baskets, ensuring visual harmony with the toys.",
+      "D. To emphasize the baskets' durability for repeated play, leveraging Scooby-Doo's adventurous branding."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/K2laiVflcco.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 707,
+    "problem": "In which timestamp range does the video present an inconsistency in either the iPad model or the color of an object compared to earlier descriptions?",
+    "options": [
+      "A. 0:00:30–0:00:40",
+      "B. 0:04:00–0:04:10",
+      "C. 0:04:40–0:04:50",
+      "D. 0:04:10–0:04:20"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/8gPQo99Cmns.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 708,
+    "problem": "Based on the video's content, which of the following ages is the highest explicitly or implicitly attributed to any of the individuals featured in the video?",
+    "options": [
+      "A. 116",
+      "B. 117",
+      "C. 118",
+      "D. 121"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/_CACoKwOk3E.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 709,
+    "problem": "Based on the progression of scores provided in the video, in which quarter did Olympiacos BC achieve their largest point margin over Laboral Kutxa Vitoria?",
+    "options": [
+      "C. Fourth quarter",
+      "A. Second quarter",
+      "B. Third quarter",
+      "D. Olympiacos never achieved a positive point margin in any quarter"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/EqgtdShiEAk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 710,
+    "problem": "Based on the video's recurring thematic elements and object placements, which conclusion is best supported about the video's primary promotional message?",
+    "options": [
+      "A. Promoting homemade holiday jam varieties with calorie-conscious recipes",
+      "B. Encouraging festive indulgence with a \"Christmas calories don't count\" theme",
+      "C. Demonstrating rustic decoration ideas using jars and natural materials",
+      "D. Advertising a cooking utensil brand through holiday recipe tutorials"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KZ8p6b1zJ9U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 711,
+    "problem": "What is the primary role of the man in the blue plaid shirt throughout the video, and which critical challenge related to Apple's services is highlighted in the segments he hosts?",
+    "options": [
+      "A. ##### From [0:00:30 to 0:00:40]:",
+      "B. Host of \"The Apple Byte\" on CNET analyzing Pandora's competition with Apple Music",
+      "C. - The host consistently anchors \"The Apple Byte\" across multiple segments (0:05:10–0:05:30 reaffirms his role), with the iRadio economics challenge being the first and most specific technical issue tied to his commentary.",
+      "D. Host of \"The Apple Byte\" on CNET examining the economic hurdles of song skipping for Apple iRadio"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/W9Il5ctnZho.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 712,
+    "problem": "Which event in the video most likely corresponds to the \"$1.6 MILLION DOLLARS\" text displayed during the scene of the black Mercedes-Benz surrounded by suited individuals?",
+    "options": [
+      "A. A military parade showcasing advanced technology",
+      "B. A diplomatic arrival ceremony involving Kim Jong-un",
+      "C. The inauguration of a ski resort with a ribbon-cutting",
+      "D. A movie premiere on a red carpet"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/aWFnlStwVkI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 713,
+    "problem": "Based on the video's chronological progression and technical details, what is the correct sequence of key actions demonstrated in this car oil change tutorial?",
+    "options": [
+      "A. Lift car with hydraulic jack → Choose correct oil → Drain old oil → Dispose of old oil → Pour new oil",
+      "B. Choose correct oil → Drain old oil → Lift car with hydraulic jack → Pour new oil → Dispose of old oil",
+      "C. Choose correct oil → Lift car with hydraulic jack → Drain old oil → Pour new oil → Dispose of old oil",
+      "D. Dispose of old oil → Lift car with hydraulic jack → Choose correct oil → Drain old oil → Pour new oil"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/MyRiZngqfwQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 714,
+    "problem": "Based on the video, which statement is correct regarding the Valero Texas Open's leaderboards and in-game events?",
+    "options": [
+      "A. Chris Kirk led both the real-world and in-game Valero Texas Open with a score of -3.",
+      "B. The real-world Valero Texas Open leaderboard included Z. Farnik at -7, while the in-game version featured Chris Kirk at -3.",
+      "C. The in-game \"Z Fars Career\" mode includes participation in the Valero Texas Open, which appears on both real and virtual leaderboards with different leaders.",
+      "D. ##### Key Reasoning:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/0f9b25eLFng.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 715,
+    "problem": "",
+    "options": [
+      "A. player starts in the main menu of NCAA Football 11 and adds a 99-rated quarterback (M. Vick) to their \"Heartbreakers\" team via the auction house. After saving this lineup, which previously grayed-out menu option would now be accessible based on the team's new composition and collection status?",
+      "D. \"Ultimate Team Challenges\" under Complete Collections",
+      "A. \"Adjust Helmet Color\" in Settings (gear icon)",
+      "B. \"Purchase Stadiums\" in the Store (shopping cart)",
+      "C. \"Filter by 95+ Speed\" in Auctions"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/KTjBnsJu8lI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 716,
+    "problem": "What is the primary purpose of the video, based on the sequence and recurring elements in the video?",
+    "options": [
+      "A. A reaction video to a popular YouTuber's setup",
+      "B. A tutorial on selecting gaming monitors under $500",
+      "C. A vlog documenting the construction of a gaming/streaming studio",
+      "D. An unboxing and review of a PlayStation controller"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/fz6soFhwVbk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 717,
+    "problem": "Based on the video content described in the video, what is the **primary purpose** of the video?",
+    "options": [
+      "A. Educate viewers about human anatomy and botany.",
+      "B. Promote a line of CBD products through a social media platform.",
+      "C. Demonstrate fitness routines using dumbbells.",
+      "D. Provide medical advice on stress management."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dBgdrz7luzc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 718,
+    "problem": "Based on the video's crafting process, which combination of materials was most likely used to create the nacho toppings (cheese, black olives, and red peppers) shown in the final doll meal scene?",
+    "options": [
+      "A. Red construction paper, yellow construction paper, black card stock",
+      "B. Green construction paper, red tissue paper, black pencil",
+      "C. Yellow paint, red glue stick, black card stock",
+      "D. Wooden cutouts, green construction paper, mod podge"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/HtkPwKQbNz0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 719,
+    "problem": "",
+    "options": [
+      "A. team in FIFA 14 is leading 2-0 in a 4-3-3 formation and wants to substitute a midfielder to reinforce defensive stability while maintaining possession. Based on the players' positions, attributes, and roles described across the video, which substitution aligns **most strategically** with this objective?",
+      "B. Shaw (LB, 70 rating, passing 75)",
+      "A. DE SANCIS (GK, 81 rating)",
+      "C. Marvin Morrison (CAM, 74 rating, passing 75, tackling 70)",
+      "D. Lukaku (ST, 85 rating, shooting 85)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/EXCOmlPi8H0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 720,
+    "problem": "Why is the player unable to purchase the \"NHL 14 Ultimate Team Mega Pack\" at 0:03:00 despite having 448 Microsoft Points, based on information across the video?",
+    "options": [
+      "A. They lack sufficient EA Pucks (only 15,627 remaining).",
+      "B. Their \"Team of the Week\" selection invalidates Mega Pack eligibility.",
+      "C. They have not met the tournament win requirement (0% tournament win rate).",
+      "D. The Honda sponsorship logo restricts access to the pack."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/_vk37glTM5Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 721,
+    "problem": "Based on the video, which Disney property features a Cars-themed area that includes a desert landscape with a \"Tow Mater\" sign, a tropical mural with palm trees, a red cone-shaped \"Radiator Springs\" restaurant, and an RV Resort entrance, managed by Rick Allen and designed with input from Walt Disney Imagineering?",
+    "options": [
+      "B. Disney's Art of Animation Resort",
+      "A. Disney California Adventure's Cars Land",
+      "C. Walt Disney World's Magic Kingdom",
+      "D. Disney's Hollywood Studios"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Z0eCuhAykSI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 722,
+    "problem": "Which individual is featured in both a professional news broadcast setting and a subsequent outdoor urban scene within the video?",
+    "options": [
+      "A. The female news anchor in the red blazer",
+      "B. The man in the black suit and red tie",
+      "C. The woman in the pink jacket near the flower-filled planter",
+      "D. The man in the gray suit at the Akron Summit Convention & Visitors Bureau sign"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/mwpmvysezgc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 723,
+    "problem": "Based on the video, which product's logo is consistently featured on the man's t-shirt during segments where he is positioned in front of foods like broccoli, strawberries, corn, and bananas, and what contextual clue confirms the association of this logo with the video's theme?",
+    "options": [
+      "A. VENUM",
+      "B. Landon Productions** is a watermark (0:00:40–0:00:50) but not on the t-shirt.",
+      "C. Landon Dowlatshing** refers to an Instagram handle (0:00:30–0:00:40) and is unrelated to the logo.",
+      "D. SUBSCRIBE** is a call-to-action banner (e.g., 0:01:00–0:01:10) and not a product logo."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/fG_a2fyDrwc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 724,
+    "problem": "Based on the maintenance steps shown in the video, what is the correct chronological order of actions performed on the bike, considering both cleaning and lubrication processes?",
+    "options": [
+      "A. Spray with pink bottle → Apply ROCKSHOX spray → Wipe chain with blue cloth → Lubricate chain with oil",
+      "B. Clean mud with water → Apply oil → Use ROCKSHOX spray → Wipe with cloth",
+      "C. Use pink spray bottle → Apply ROCKSHOX-branded spray → Lubricate chain with oil → Wipe chain with blue cloth",
+      "D. Spray bike with ROCKSHOX product → Clean mud with pink spray → Wipe with cloth → Apply oil"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/BnqGI-trjtA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 725,
+    "problem": "Based on the video, which city is the primary setting of the video, and what key evidence supports this?",
+    "options": [
+      "A. Edinburgh, Scotland – Arthur’s Seat and Gothic churches",
+      "B. Dublin, Ireland – Guinness Storehouse, Trinity College, and green double-decker buses",
+      "C. London, England – Red buses, \"GRAVITY\" bar sign, and Westminster Abbey",
+      "D. New York City, USA – Skyscrapers, yellow cabs, and Central Park"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/1U65VOEwz4I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 726,
+    "problem": "Which of the following best describes the **primary purpose** of the video from which these video frames were generated?",
+    "options": [
+      "A. ##### Key Logical Steps:",
+      "B. To document a training session of a tennis player who later wins a championship.",
+      "C. - The tennis victory scene (0:00:10-0:00:20) is isolated and unrelated to the squash content, ruling out Option B.",
+      "D. To highlight both a professional squash event and a promotional YouTube channel, merging sports coverage with digital content promotion."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/YjTWxeG9Un4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 727,
+    "problem": "What is the primary scientific process depicted in the video that connects the natural and laboratory scenes?",
+    "options": [
+      "B. Distillation",
+      "A. Photosynthesis",
+      "C. Cellular respiration",
+      "D. Genetic modification"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/OEnKOk4ad0U.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 728,
+    "problem": "Which two details, when cross-referenced, most strongly indicate that the garage (0:00:00-0:00:10) and the home office (starting 0:04:00) are separate locations despite both containing a bicycle?",
+    "options": [
+      "A. The garage's computer shows a river, while the home office's calendar is visible.",
+      "B. The garage is in a cityscape, and the home office's computer displays a mountain landscape.",
+      "C. The garage has a plant on the shelf, while the home office includes a coffee maker.",
+      "D. The bicycle is leaned against the wall in the garage but mounted in the home office."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/O4j-7gvcqTY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 729,
+    "problem": "Based on the video, which of the following best describes the video's genre and primary creative intent?",
+    "options": [
+      "A. A documentary exploring McDonald's corporate operations",
+      "B. A training video for fast-food restaurant staff",
+      "C. A comedic sketch parodying universal fast-food experiences",
+      "D. A promotional campaign for McDonald's seasonal menu items"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WQjO1mMCPg4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 730,
+    "problem": "Based on the video, which element is consistently present in both the **promotional advertisements** (e.g., posters and opening segments) and the **live performance segments** of Mat Franco's show?",
+    "options": [
+      "C. The phrase \"Magic Reinvented Nightly\"",
+      "A. A dragon breathing fire on a large screen",
+      "B. The text \"The LINQ Hotel & Casino\" in white",
+      "D. A city skyline with blue and green hues"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/HvugZd0ZQ-o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 731,
+    "problem": "How many distinct video clips in the provided timestamps show a great white shark in its natural ocean habitat **and** include visible documentary/institutional text overlays or watermarks (e.g., \"CNN,\" \"Smithsonian Channel\")?",
+    "options": [
+      "B. 2",
+      "A. 1",
+      "C. 3",
+      "D. 4"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/CXj2nOxCnIo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 732,
+    "problem": "Which individual is featured in the highest number of distinct settings or stages across the video segments, based on changes in background, attire, or contextual environment?",
+    "options": [
+      "A. The male singer in the green skull-patterned shirt (0:00–0:10)",
+      "B. The man in the white t-shirt and jeans gesturing on stage (0:30–0:40)",
+      "C. The woman in the pink dress with clasped hands (0:10–0:20; 1:10–1:20; 1:50–2:10)",
+      "D. The man in the green sweatshirt performing on stage (0:40–0:50; 0:50–1:00)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/IOiNQ5HZvXE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 733,
+    "problem": "According to the video, which of the following was **NOT** presented by BMW as part of their future mobility strategy but was emphasized as a key component of their global business strategy?",
+    "options": [
+      "A. Automated driving systems",
+      "B. Expanding global production networks",
+      "C. Vehicle electrification technologies",
+      "D. Integrated mobility services"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/6WCVzwKAmek.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 734,
+    "problem": "Based on the video's progression of cooking processes, ingredient usage, and textual clues, which dish is most likely being prepared as the *final featured recipe* in this video?",
+    "options": [
+      "A. Classic banana bread with fresh banana slices",
+      "B. Steamed plantain mochi cakes with tapioca-rice flour batter",
+      "C. Stir-fried rice with vegetables and chopsticks",
+      "D. Creamy coconut milk soup with banana garnish"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/C1ULIvAIoyw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 735,
+    "problem": "The video discusses the merger of T-Mobile and Sprint. Based on the video, which argument does the video most likely make about the merger's impact on competition in the telecommunications market?",
+    "options": [
+      "A. The merger will reduce competition by consolidating two major companies, leading to higher prices for consumers.",
+      "B. The merger will create \"robust competition\" by enabling the combined company to challenge AT&T, which is already under antitrust scrutiny for anti-competitive practices.",
+      "C. The merger will expand coverage for MetroPCS customers but have no effect on 5G development.",
+      "D. The merger will allow Sprint to dominate the market independently, leveraging T-Mobile’s existing infrastructure."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/WccEa2o3qqs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 736,
+    "problem": "Based on the weather forecasts provided in the broadcast, which of the following best explains the **significant temperature drop** in Boston from Sunday (65°F) to Monday (45°F)?",
+    "options": [
+      "A. A cold front arriving on Sunday evening, bringing afternoon showers.",
+      "B. A cold front arriving on Monday, causing a sharp decline in temperatures.",
+      "C. Mild and windy morning rain on Monday disrupting warm air patterns.",
+      "D. Increasing clouds on Sunday trapping heat, followed by rapid cooling overnight."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Hx3t4t0xva0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 737,
+    "problem": "The man is seen wearing a black jacket with white buttons in two instances. In which of the following timestamps is he NOT wearing this jacket?",
+    "options": [
+      "A. 0:02:20–0:02:30",
+      "B. Option D is a distractor, as \"denim\" confirms it is a different jacket altogether.",
+      "C. 0:05:00–0:05:10",
+      "D. 0:07:50–0:08:00"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Ifn5WWS10sk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 738,
+    "problem": "During the lunar eclipse described in the video, which geographic region would observe the **total phase** of the eclipse at moonrise, based on the visibility map and temporal clues?",
+    "options": [
+      "A. Australia",
+      "B. South America",
+      "C. North America",
+      "D. Europe"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/iTIeUYKll2o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 739,
+    "problem": "Which actor is **not** depicted in a grocery store scene at any point in the video, based on the video?",
+    "options": [
+      "A. Ryan Gosling",
+      "B. Will Ferrell",
+      "C. Mark Wahlberg",
+      "D. Jason Bateman"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Yn8Rpaj5K8c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 740,
+    "problem": "Based on the video's content, which year was this news broadcast most likely aired?",
+    "options": [
+      "A. 2017",
+      "B. 2018",
+      "C. 2019",
+      "D. 2020"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/J1zRgazL4e0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 741,
+    "problem": "What is the primary objective of the video, as inferred from the sequence of events and contextual clues across the timestamps?",
+    "options": [
+      "A. To humorously parody laboratory safety protocols using staged experiments",
+      "B. To demonstrate the durability of the iPhone 6S through structured testing phases",
+      "C. To promote the *Wired* brand's collaboration with Condé Nast Entertainment",
+      "D. To showcase the functionality of ACME industrial machinery in tech experiments"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/NxNwxqdckQM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 742,
+    "problem": "Which character is depicted in scenes from both \"Avengers: Infinity War\" and \"Captain America: Civil War\" within the video?",
+    "options": [
+      "A. Thor",
+      "B. Doctor Strange",
+      "C. Iron Man",
+      "D. Black Widow"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/GoXgoGnzsLs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 743,
+    "problem": "What was the primary factor leading to the blue car's severe damage observed later in the video?",
+    "options": [
+      "C. But the user wants a question that requires multiple steps. Another angle: The video shows a progression from a man with a microphone (possibly a reporter) to intense off-road driving and damage. The final video frames mention Jon Olsson's garage, indicating the video is about his car collection or adventures. So the question could be about inferring the video's purpose by connecting these elements.",
+      "A. ##### From [0:03:30 to 0:04:00]:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Z0xRnXtOJIQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 744,
+    "problem": "Based on the video, which network is responsible for producing the coverage of SEMA Week 2014, and how is the host Jessi Lang affiliated with this network?",
+    "options": [
+      "A. ",
+      "B. The Enthusiast Network (TEN); Jessi Lang is listed as the Writer/Host in the video credits.",
+      "C. Motor Trend Network; Jessi Lang is a presenter for their live automotive reviews.",
+      "D. SEM Organization; Jessi Lang is a SEMA event coordinator."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KFdYuK2oH3g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 745,
+    "problem": "Which car model is featured both stationary with a visible license plate and in motion on a dirt road within the video?",
+    "options": [
+      "A. Chevrolet Traverse** (0:01:00–0:01:10) is stationary with license plate \"02015\" but is never shown in motion on a dirt road.",
+      "B. Audi Q5** (0:04:00–0:04:10 and 0:04:30–0:04:40) is shown in motion on a paved rural road and parked, but not on a dirt road.",
+      "C. Subaru Outback",
+      "D. Lexus RX** (0:09:20–0:09:30) is stationary on a dirt road but lacks a visible license plate and is not shown moving."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/6FCEn2CtS-Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 746,
+    "problem": "What is the correct sequence of maintenance steps performed on the engine components, based on the tools and actions observed in the video?",
+    "options": [
+      "A. Apply WD-40 → Use Flex-Hone → Spray paint → Apply blue tape",
+      "B. ",
+      "C. Use Flex-Hone → Apply WD-40 → Apply blue tape → Spray paint",
+      "D. Spray paint → Apply blue tape → Use Flex-Hone → Apply WD-40"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/1hfagfyarQU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 747,
+    "problem": "Based on the video, which Range Rover model was **NOT** part of the four-model advertisement displayed in the parking garage from 0:00:30 to 0:00:40?",
+    "options": [
+      "A. Range Rover Sport",
+      "B. Range Rover Velar",
+      "C. Range Rover Evoque",
+      "D. Range Rover Discovery"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/JPeuwMxLlXc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 748,
+    "problem": "Based on the video's timeline, which vehicle undergoes a full transformation cycle (customization/repair at Crown Rick Auto, completion, and subsequent damage) that is explicitly tied to the \"District 76 Police\" affiliation?",
+    "options": [
+      "A. The yellow excavator from the construction site",
+      "B. The red and white ambulance in the parking lot",
+      "C. The black and white police car with peeling paint and later front-end damage",
+      "D. The white truck with a crane at the repair shop"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/NilNBUv77Io.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 749,
+    "problem": "During which two time intervals does the \"Earth Scale\" label appear alongside a sun predominantly displayed in green, and what distinguishes the contextual elements in these intervals?",
+    "options": [
+      "A. 0:00:10-0:00:20 (green sun with sunspots) and 0:05:20-0:05:30 (green sun with \"AIA 131\" credit)",
+      "B. 0:00:00-0:00:10 (fiery sun with logo) and 0:05:30-0:05:40 (orange sun with \"Suspicious0bservers.org\" text)",
+      "C. 0:01:00-0:01:10 (orange-yellow sun, \"Earth Scale\" top left) and 0:05:10-0:05:20 (red sun with raccoon)",
+      "D. 0:03:00-0:03:10 (heat wave map) and 0:04:30-0:04:40 (orange atmosphere \"Earth Scale\")"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/5IEg2yODsOw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 750,
+    "problem": "Based on the video segments, which team's victory in their conference championship directly explains the \"Let's Dance\" celebrations at California State University, Fullerton, and the KCAL 9 news coverage of the tournament return?",
+    "options": [
+      "A. USC Trojans",
+      "B. UC Irvine Anteaters",
+      "C. Providence Friars",
+      "D. CSUF Titans"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/h1TGFjuhkMA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 751,
+    "problem": "Based on the video segments, why was the emergency defibrillator prominently displayed in the gymnasium during the Fox 5 News broadcast?",
+    "options": [
+      "A. To demonstrate proper CPR technique using the defibrillator during the broadcast.",
+      "B. To indicate the location where the 11-year-old boy was saved by CPR.",
+      "C. To promote new safety equipment installed in Cherokee County schools.",
+      "D. To contrast the gymnasium setting with the studio’s urban backdrop."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BK6CJB97Whs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 752,
+    "problem": "What is the primary focus of the video, and which key detail confirms its scope?",
+    "options": [
+      "A. A retrospective on Dequan Young’s career; confirmed by his repeated appearances and the \"TP\" logo.",
+      "B. A discussion of 10 pivotal trades across multiple sports; confirmed by text references to trades in baseball (2015), football (2018), basketball (2008), and hockey (1980–2015).",
+      "C. Dequan Young’s role is as a host, not the subject (eliminating A).",
+      "D. A tribute to TBS sports coverage; confirmed by the \"T\" and \"P\" logo and the phrase \"The Main Eventer.\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/DRC7ECTRSpA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 753,
+    "problem": "During the \"Operation Football\" news broadcast, which high school football game's final score was highlighted as concluded, and what was the outcome?",
+    "options": [
+      "A. Westfield 13, Carmel 12 (4th quarter)",
+      "B. Thus, the broadcast concludes by highlighting Guerin Catholic’s 20-10 victory over Brebeuf as the finalized result.",
+      "C. Guerin Catholic 20, Brebeuf 10 (final)",
+      "D. ##### From [0:01:20 to 0:01:40]:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/VUmxG2vzV0I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 754,
+    "problem": "Based on the video, which component was explicitly added during the robot's assembly phase as a critical electrical modification not originally detailed in the \"PLAN 02\" blueprint, requiring an additional step guided by Ohm's Law?",
+    "options": [
+      "D. Head Joint",
+      "A. Micro LED",
+      "B. Detachable Backpack Battery",
+      "C. 40 Ohm Resistor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Wimd-wCqjZA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 755,
+    "problem": "Based on the video, which company is most likely the primary sponsor of the video, and what key evidence supports this conclusion?",
+    "options": [
+      "C. Android Authority (text at 0:06:00–0:06:10)",
+      "A. Royole (featured robot at 0:03:40–0:03:50)",
+      "B. Ropitodo (booth name at 0:04:20–0:04:30)",
+      "D. OXYGEN (booth sign at 0:04:30–0:04:40)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/PxgomgprEHg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 756,
+    "problem": "Based on the video, which of the following game-console pairings is **incorrect** according to the timestamps and actual gaming hardware compatibility?",
+    "options": [
+      "A. Super Mario Galaxy (Nintendo Wii)",
+      "B. Super Luigi Bros U (Nintendo Wii)",
+      "C. Super Mario Bros U (Nintendo Wii U)",
+      "D. Luigi's Mansion (Nintendo Wii)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/dfrbjG2L40c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 757,
+    "problem": "The video transitions between scenes in a restaurant and football games. Based on contextual clues in the decor and team references, which college football rivalry is most likely being highlighted during the gameplay segments?",
+    "options": [
+      "A. Michigan vs. Michigan State",
+      "B. Oklahoma State vs. Texas Tech",
+      "C. Georgia vs. Florida",
+      "D. Alabama vs. Auburn"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/bJpg9nKIBtQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 758,
+    "problem": "Based on the video, which object is consistently present in the young man's workspace across multiple timestamps but notably absent during the segment featuring Kevin James (0:01:20–0:01:30)?",
+    "options": [
+      "A. Neon \"BECK\" sign",
+      "B. Blue \"HUB\" chocolate box",
+      "C. USB-C PORTS EVERYWHERE! box",
+      "D. Mountain landscape on the laptop"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/LxTnJajOmCM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 759,
+    "problem": "Based on the broadcast segments, which conclusion is best supported about the structure of the news report?",
+    "options": [
+      "A. The report alternates between studio discussions and on-location segments to explore Mother’s Day spending habits.",
+      "B. The $163 average spending figure is only cited in segments filmed inside retail stores.",
+      "C. The final segment returns to the original studio setup with both anchors in green and beige attire.",
+      "D. The \"Live\" indicator appears in all segments to emphasize real-time reporting."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/VdrFehqknco.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 760,
+    "problem": "What is the most likely sequence of activities the woman in the black top engages in, leading to her final destination?",
+    "options": [
+      "A. Takes a selfie at Yonsei University → Visits the International Flower Market → Attends the BTS fansign event",
+      "B. ",
+      "C. Poses with a beer bottle at the street market → Takes a selfie in front of BTS cutouts → Joins the crowd at the fansign event",
+      "D. Takes a selfie at Yonsei University → Poses with red roses → Attends the BTS fansign event"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/MKuEauIEPjM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 761,
+    "problem": "Based on the video, which statement about \"The List\" is correct?",
+    "options": [
+      "C. It curates content from multiple networks, including BBC and Channel 4.",
+      "A. It is a Netflix original series exclusively featuring \"Sherlock Holmes.\"",
+      "B. It is a collaborative BBC and Channel 4 show focused on car racing.",
+      "D. It is a Channel 4 production promoting \"The IT Crowd\" via binge-watching."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/1aUgddNnRbM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 762,
+    "problem": "Which statement is contradicted by the video?",
+    "options": [
+      "D. ##### Across all timestamps:",
+      "B. The woman's clothing remains consistent as a red sweater throughout the video.",
+      "A. The kitchen transitions from a modern-traditional blend to a fully modern design as the video progresses.",
+      "C. The cooking show's logo (\"Rachael Ray\") is visible only in timestamps after 0:02:20."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/7aVp05zqvAg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 763,
+    "problem": "",
+    "options": [
+      "A. viewer notices that the Uber fatal autonomous accident is discussed in multiple segments of the video. Based on contextual clues and timestamps, when was the original broadcast date of the news segment that first presented Uber being at fault, and which program featured this analysis?",
+      "A. March 18, 2018; ABC News",
+      "B. May 25, 2018; Autoline Daily",
+      "C. May 25, 2018; ABC News",
+      "D. March 18, 2018; Autoline Daily"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/CDNFrBMu1MQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 764,
+    "problem": "Based on the video's content, which food truck or cart is most likely associated with the Fung Bros' \"favorite item off the halal cart\" mentioned in the closing promotional segment?",
+    "options": [
+      "C. The **\"HALAL FOOD\"** cart’s mention in the video matches this context.",
+      "A. PONG BROS FOOD EXPRESS (yellow/blue truck)",
+      "B. SABRETT (vibrant food cart)",
+      "D. MEATPACKING DISTRICT (map-linked vendor)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WgN29zt98tE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 765,
+    "problem": "During which time segment is a Pokéball first shown in an outdoor setting where both Mario and Luigi are present?",
+    "options": [
+      "A. 0:02:10-0:02:20",
+      "B. 0:03:10-0:03:20",
+      "C. 0:04:40-0:04:50",
+      "D. 0:05:30-0:05:40"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/DYj3zEvRg7M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 766,
+    "problem": "Which character is featured in both the opening collage (0:00:00–0:00:10) and in a standalone scene occurring after the 5-minute mark of the video?",
+    "options": [
+      "A. Sulley (Monsters, Inc.)",
+      "B. Woody",
+      "C. Remy (Ratatouille)",
+      "D. Nemo (Finding Nemo)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/b8RxwpBRIcg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 767,
+    "problem": "Based on the video, which individual's \"Brain\" is depicted attentively listening in a gray shirt during an early scene (0:00:10–0:00:20) and later seen gesturing while wearing a gray hoodie (0:05:20–0:05:30)?",
+    "options": [
+      "A. Dan’s Brain (Anthony Clark)",
+      "B. Michael’s Brain (Winston Rowntree)",
+      "C. Katie’s Brain (Starline Hodge)",
+      "D. ##### Logical Steps:"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2jZ9g9_gdYc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 768,
+    "problem": "Based on the video's content, which of the following best explains the relationship between the Amazon deliveries (\"Hoya 58mm ZM Circular Polarizer Filter\" and \"Elvis Coin Collector Special Package\") and the man’s activities shown in the workshop/studio?",
+    "options": [
+      "A. The polarizer filter is for enhancing live video calls about coin collecting, while the Elvis package contains rare Elvis coins he intends to sell.",
+      "B. The polarizer filter is used to reduce glare when photographing coins, and the Elvis package includes archival-grade holders to preserve his Elvis commemorative coins.",
+      "C. The polarizer filter is for filming a beer-review podcast, while the Elvis package contains materials to craft custom coin displays.",
+      "D. The polarizer filter is part of a camera setup to document coin conditions, and the Elvis package provides tools to repair the 1927 V Nickel seen earlier."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/KJzhd_pVvwA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 769,
+    "problem": "Based on the video's content, which of the following best explains the sequential purpose of adding eggshell powder (calcium carbonate) to compost in the context of gardening practices shown?",
+    "options": [
+      "A. To directly kill pathogens in compost and provide essential amino acids for plant growth",
+      "B. To neutralize acidic decomposition byproducts and improve soil mineral content",
+      "C. To act as a primary nitrogen source for microbes and enhance leaf decomposition speed",
+      "D. To serve as a visual marker for compost layers and attract beneficial insects"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/gwVnWBh4-Lc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 770,
+    "problem": "",
+    "options": [
+      "A. gardener in a region with long, cool springs followed by hot summers wants to maximize cucumber yield. They plant bush-type cucumbers using black plastic mulch, apply liquid fertilizer every 2 weeks, and harvest when cucumbers reach 12 inches long. However, they experience bitter fruits and powdery mildew outbreaks. Which two mistakes did they make?",
+      "A. Using bush varieties and applying slow-release fertilizer",
+      "B. Using black plastic mulch and liquid fertilizer schedule",
+      "C. Letting cucumbers overripen and handling plants when wet",
+      "D. Not using trellises and harvesting too early"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/8jPzT6Iud-I.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 771,
+    "problem": "Based on the video's content and progression, which team's historic NCAA Tournament appearance was directly featured during a \"MAD LIBS\" segment of the news show, and what contextual clue confirms this?",
+    "options": [
+      "A. Tennessee Volunteers** (mentioned in later timestamps) are tied to Jordan’s choice and McRae’s stats but not to the \"MAD LIBS\" segment or a historic tournament appearance.",
+      "B. Texas Southern",
+      "C. Iowa Hawkeyes** appear in game footage but lack a direct link to the \"MAD LIBS\" overlay or Texas Southern’s milestone.",
+      "D. Cal Poly**’s score (21-20) is shown but not discussed in the studio segments or tied to tournament history."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/RCqHzVH8KN4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 772,
+    "problem": "Which timestamp range contains an inaccuracy regarding the anime series or characters depicted, based on the video?",
+    "options": [
+      "A. 0:00:10 - 0:00:20 (\"Boku no Hero Academia\" collage including Saitama)",
+      "B. 0:03:00 - 0:03:10 (\"MAP HOUSE\" scene with striped-shirt character)",
+      "C. 0:04:30 - 0:04:40 (\"One Punch Man\" dome structure scene)",
+      "D. 0:07:50 - 0:08:00 (\"Superman IV\" movie scene)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/qxOab5Xr90g.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 773,
+    "problem": "If a user enabled \"Fall Detection\" via their iPhone's settings for an Apple Watch with a brown leather band at 0:02:30-0:02:40 and later experienced a fall while wearing it during an outdoor walk at 0:06:10-0:06:20, which feature would **automatically** initiate an emergency call based on the video's evidence, and what watch band color is associated with this functionality in other timestamps?",
+    "options": [
+      "B. Fall Detection (brown leather band)",
+      "A. SOS (orange band)",
+      "C. Heart Rate Alert (black band)",
+      "D. Activity Tracking (gray woven band)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/6X61fgMNtdY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 774,
+    "problem": "What is the primary purpose of the video discussed in the video?",
+    "options": [
+      "A. To promote the CNET OnCars website through automotive reviews",
+      "B. To demonstrate the installation process of an Event Data Recorder (EDR) in a vehicle",
+      "C. To explain the data recording capabilities and crash analysis functions of an EDR",
+      "D. To compare different car models based on their safety features and EDR technology"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/g8wEDlpP5n4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 775,
+    "problem": "Which two films produced by Warner Bros. and featured in the video include scenes of main characters in emotionally charged conversations—one in a moving car and the other in a bar—with both films belonging to the romantic comedy genre?",
+    "options": [
+      "B. *Two Weeks Notice* and *Anchorman: The Legend of Ron Burgundy*",
+      "A. *When Harry Met Sally* and *Crazy, Stupid, Love*",
+      "C. *Two Weeks Notice* and *Crazy, Stupid, Love*",
+      "D. *The Big Lebowski* and *Anchorman: The Legend of Ron Burgundy*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/fUNwTondwxI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 776,
+    "problem": "",
+    "options": [
+      "A. child interacts with multiple toy mechanisms in sequence. Which sequence of actions would most likely activate the \"Paw Patrol\" control tower with characters in position (as seen at 0:04:10–0:04:20), based on cause-effect relationships implied by the video?",
+      "A. Pressing the red button (0:00:50–0:01:00) → Placing the yellow shield (0:01:40–0:01:50) → Positioning the helicopter (0:00:10–0:00:20)",
+      "B. Inserting the yellow shield (0:01:40–0:01:50) → Pressing the red button (0:00:50–0:01:00) → Attaching the crane bucket (0:02:00–0:02:10)",
+      "C. Pressing the red button (0:00:50–0:01:00) → Inserting the yellow shield (0:01:40–0:01:50) → Loading the toy figures (0:04:10–0:04:20)",
+      "D. Placing the toy gun (0:00:30–0:00:40) → Assembling the puzzle structure (0:00:40–0:00:50) → Positioning the slide figure (0:03:40–0:03:50)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/ISpLqLxmIxw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 777,
+    "problem": "Throughout the video, the \"Win Counter\" displayed in various scenes increments to reflect key moments. Based on the video, what is the highest numerical value the Win Counter reaches before the end of the provided timestamps?",
+    "options": [
+      "A. 74",
+      "C. 91",
+      "B. 86",
+      "D. 99"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/lNeScBi6KXw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 778,
+    "problem": "Which of the following inconsistencies in naming or attribution is evident in the video, based on the video?",
+    "options": [
+      "C. The man's apron switches between \"Cook Country\" and \"Cook's Country\" within the same cooking session.",
+      "A. Martha Plimpton wears a \"Cooking Country\" apron while the map shows \"Cook's Country.\"",
+      "B. The kitchen location is labeled \"Cook and Sandy Smith's\" in one scene but \"Greg and Sandy Smith's\" in another.",
+      "D. The show's title is consistently \"Cook Country,\" but the final scene references \"Cook's Country.\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/lT9mBXmJ9CY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 779,
+    "problem": "What narrative or thematic element connects the \"HABAKKUK 2:2\" inscription (0:05:30–0:05:40), the \"Bodies on top of bodies\" text overlay (0:03:20–0:03:40), and the initial depiction of Malta’s catacombs (0:00:00–0:00:10)?",
+    "options": [
+      "A. A prophecy about a plague being fulfilled in the catacombs",
+      "B. The use of biblical references to document mass burials in Malta’s catacombs",
+      "C. The architectural evolution of Maltese burial sites from ancient to medieval times",
+      "D. Vincent Cassel’s character discovering a hidden tomb mentioned in the Book of Habakkuk"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/WDryauK0Hqk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 780,
+    "problem": "Based on the video, which of the following best explains the relationship between the live performances and the news segments?",
+    "options": [
+      "B. The news segments are reporting on a tribute concert held immediately after Chester Bennington’s death.",
+      "A. The live performances are part of a concert interrupted by breaking news of Chester Bennington’s death.",
+      "C. The live performances are archival footage of Chester Bennington intercut with contemporaneous news reports of his death to create a memorial narrative.",
+      "D. The news segments are fictional dramatizations accompanying a live concert documentary of Linkin Park."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/DafuIc9mS3o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 781,
+    "problem": "Based on the video, which crystal is both explicitly labeled in a notebook and also appears in a scene where it is held by a hand with red nail polish, requiring cross-referencing timestamps and contextual details?",
+    "options": [
+      "A. Selenite** is mentioned at 0:05:30–0:05:40 but only appears in a hand, not in a labeled notebook.",
+      "B. Pyrite",
+      "C. Jasper** is labeled in a notebook (0:03:30–0:03:40) but is described as a brown rock, not held by a hand with red nails.",
+      "D. Bornite** is textually mentioned (0:05:50–0:06:00) but not linked to a labeled notebook."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cVrdI50_sI4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 782,
+    "problem": "Based on the progression of the video, which sequence correctly pairs the man's shirt text with the order of unboxed items?",
+    "options": [
+      "A. \"SUPER\" → 4-PACK box → \"SUPERSAF\" → Nike sneakers → Samsung boxes → Oculus Quest",
+      "B. \"SUPERS\" → Nike sneakers → \"SUPERSAF\" → Samsung boxes → 4-PACK box → Oculus Quest",
+      "C. \"SUPER\" → Samsung boxes → \"SUPERS\" → 4-PACK box → \"SUPERSAF\" → Oculus Quest",
+      "D. \"SUPERS\" → 4-PACK box → \"SUPERSAF\" → Nike sneakers → Samsung boxes → Oculus Quest"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/C-KrHzvPfu0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 783,
+    "problem": "Based on the video, which team or organization is **not** directly affiliated with the Sharks hockey organization through roles, partnerships, or hierarchical structure?",
+    "options": [
+      "A. SAP",
+      "C. Marlins",
+      "B. San Jose Barracuda",
+      "D. Sharks Ice"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/eV-1wxBh5Pw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 784,
+    "problem": "The video collages juxtapose a professional man in a suit with scenes from horror films. Based on contextual clues, which actor is most likely portrayed in both the professional and horror-themed segments?",
+    "options": [
+      "A. Michael Grußkoff",
+      "B. Gary Oldman",
+      "C. Werner Herzog",
+      "D. The actor from the 1922 \"Nosferatu\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/NpUC6vTPOVM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 785,
+    "problem": "Based on the video, which of the following accurately describes the specifications of the featured Range Rover?",
+    "options": [
+      "A. 2015 model, V6 engine, 461 hp, \"100 DTM\" license plate, 17 MPG highway",
+      "B. 2010 model, V8 engine, 510 hp supercharged, \"100 DTM\" license plate, 12 MPG city",
+      "C. 2010 model, V8 engine, 461 hp base power, Roadfly logo in snowy motion scene, $74,195 price",
+      "D. 2010 model, V6 engine, 510 hp supercharged, fuel efficiency overlay during driving, brown coat woman"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/K8tIUqqNSl8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 786,
+    "problem": "Based on the video, which conclusion is most strongly supported by the evidence?",
+    "options": [
+      "A. The game is rated PEGI 18 and includes German localization for its \"Marked for Death\" mode.",
+      "B. The game is rated PEGI 16, includes Italian localization, and features a \"Frontier Defense\" mode involving a Harvester.",
+      "C. \" directly references Titanfall’s *Frontier Defense* mode, where players protect a Harvester structure.",
+      "D. The game is rated PEGI 12, includes Spanish subtitles, and has a customization screen for robot voices."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4dpVuWkvQfc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 787,
+    "problem": "** A visitor documents their day in Saigon, visiting multiple landmarks. At one location, they note a two-story market with a yellow facade and red roof during the day. Later, they return to the same area at night and capture stalls with glassware and plants under bright lights. Which market is this, also recognized by a prominent clock tower in another segment?",
+    "options": [
+      "A. Binh Tay Market",
+      "B. Bitexco Financial Tower",
+      "C. Ben Thanh Market",
+      "D. War Remnants Museum"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/N0crXGYLYlg.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 788,
+    "problem": "Based on the video's content, which product or event is most directly associated with both Ethan Zohn's hosting role and the show’s outdoor adventure theme, as evidenced by its consistent appearance across multiple segments and the promotional conclusion?",
+    "options": [
+      "A. Kelty.com backpack (blue with dual handles)",
+      "B. Jeep Wrangler Rubicon",
+      "C. Moab Jeep Safari event",
+      "D. Blue and white surfboard"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2on2nhGxFlI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 789,
+    "problem": "Based on the video’s content, which ingredient is used in a different recipe than the gluten-free cookies demonstrated, and at what timestamp does its use occur?",
+    "options": [
+      "C. Pumpkin Puree (0:01:30-0:01:40)",
+      "A. Bob’s Red Mill Gluten-Free Flour (0:00:40-0:00:50)",
+      "B. Old-Fashioned Rolled Oats (0:01:00-0:01:10)",
+      "D. Chocolate Chips (0:01:20-0:01:30)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/npVd_lvHu_c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 790,
+    "problem": "",
+    "options": [
+      "A. chef is preparing a meal that includes a seasoned burger patty, a perfectly timed hard-boiled egg, a hot oatmeal breakfast, and a cooked dish monitored for safety. Based on the video, which combination of tools/appliances is **correctly** used for these tasks in sequence?",
+      "D. Dreamfarm’s Orto Grind, Hamilton Beach Oatmeal Maker, Safera’s Smart Cooking Sensor, Cuisinart Griddler",
+      "A. Dreamfarm’s Orto Grind, OXO Punctual Egg Timer, Hamilton Beach Blender, Cuisinart Contact Grill",
+      "B. Dreamfarm’s Orto Grind, OXO Punctual Egg Timer, Hamilton Beach Oatmeal Maker, Safera’s Smart Cooking Sensor",
+      "C. Cuisinart Sandwich Maker, OXO Egg Cooker, Hamilton Beach Rice Cooker, Safera’s Smart Cooking Sensor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_I6UTQbfiqY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 791,
+    "problem": "Based on the video's content and recurring elements, which of the following best describes the role of the man in the blue and white plaid shirt, and the relationship between \"@ryanarey\" and the Marvel movie segments?",
+    "options": [
+      "A. Ryan Arey is a film critic analyzing Marvel movies, and the man in the plaid shirt is an unrelated actor in unrelated segments.",
+      "B. The man in the plaid shirt is Ryan Arey, a Marvel actor filming behind-the-scenes content, and the \"@ryanarey\" text credits his personal channel.",
+      "C. Ryan Arey is the host of a Marvel-themed show, and the man in the plaid shirt is him introducing or discussing the movie segments (e.g., \"Doctor Strange 2,\" \"Avengers\").",
+      "D. The man in the plaid shirt is a Disney employee presenting Marvel clips, and \"@ryanarey\" is a promotional tag for a Disney+ series."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/m4LkVWJ6NWk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 792,
+    "problem": "In the video, which sequence correctly orders the man's activities based on the timestamps provided?",
+    "options": [
+      "A. 1 → 3 → 2 → 4",
+      "B. 2 → 1 → 4 → 3",
+      "C. 1 → 2 → 3 → 4",
+      "D. 3 → 1 → 2 → 4"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/_Pbquj-6MVc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 793,
+    "problem": "Which step in the video contradicts the written method provided in the initial recipe for gnocchi preparation, and why?",
+    "options": [
+      "A. Adding nutmeg to the dough",
+      "B. Frying the gnocchi in a pan with pesto",
+      "C. Garnishing with fresh basil",
+      "D. Using egg yolk as a binding agent"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cziIf4HdgVk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 794,
+    "problem": "Based on the video's content and timestamps, which video game is this promotional material primarily advertising?",
+    "options": [
+      "A. *Cyberpunk 2077*",
+      "B. ",
+      "C. *Dark Souls III*",
+      "D. *Elden Ring*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/7_2tfnmKc3s.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 795,
+    "problem": "According to the video, which two sequels were directed under the influence of George Lucas's \"dark period,\" and which directors were responsible for them?",
+    "options": [
+      "A. Steven Spielberg for *Indiana Jones and the Temple of Doom* and Irvin Kershner for *Star Wars: Episode V – The Empire Strikes Back*",
+      "B. George Lucas for *Indiana Jones and the Last Crusade* and Steven Spielberg for *Star Wars: Episode V – The Empire Strikes Back*",
+      "C. Irvin Kershner for *Indiana Jones and the Temple of Doom* and Steven Spielberg for *Jurassic World: Fallen Kingdom*",
+      "D. Steven Spielberg for *Raiders of the Lost Ark* and James Cameron for *Terminator 2: Judgment Day*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/aW0QaS16UYs.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 796,
+    "problem": "Which individual is directly associated with the \"Shelter Me\" organization based on the video segments?",
+    "options": [
+      "A. Carol Hull, wearing a gray sweatshirt, seated with Doc the dog near a Christmas tree",
+      "B. The woman in the blue sweater interacting with a dog at the veterinary clinic",
+      "C. Adam Joseph, dressed in a pink shirt and striped tie, holding a dog on a couch with a \"Shelter Me\" logo",
+      "D. Dandelion the orange cat, positioned centrally on a blue blanket in a shelter"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/4UQ8YSwGGrI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 797,
+    "problem": "Based on the information provided in the video, which ATP World Tour tournament is being broadcast, and what is the current score in the second set of the match between S. Querrey and A. Ramos-Vinolas at the ERSTE Open 500?",
+    "options": [
+      "A. Ramos-Vinolas** at the **ERSTE Open 500**, with a score of 6-5 in the second set.",
+      "B. Dubai Tennis Championships",
+      "C. </think>",
+      "D. BNP Paribas Open"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/JqPaTm1Wv4c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 798,
+    "problem": "Based on the video, which team did the cyclist who won Stage 1 of the 2016 Santos Tour Down Under belong to, and what key evidence from the race route and post-race celebrations confirms this?",
+    "options": [
+      "A. Team Sky, supported by the \"K.O.M. 1 KM\" sign and a blue jersey in the final sprint",
+      "B. Orica-GreenEDGE, confirmed by the \"ORICA\" and \"GreenEDGE\" branding on the winner's jersey and stage banner",
+      "C. BMC Racing Team, indicated by the \"SUBARU\" arch and white/red spectator colors",
+      "D. Jayco-AlUla, evidenced by the \"POINTS 1 KM\" sign and the cyclist’s green/yellow jersey"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/LWcu0p39enY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 799,
+    "problem": "Which two films utilize contrasting warm and cool color palettes in their scenes to visually emphasize their protagonists, as described in the video?",
+    "options": [
+      "A. \"Star Wars: The Force Awakens\" and \"Thor: The Dark World\"",
+      "B. \"Avengers: Infinity War\" and \"Raiders of the Lost Ark\"",
+      "C. \"Jaws\" and \"Back to the Future\"",
+      "D. \"Teenage Mutant Ninja Turtles\" and \"E.T. the Extra-Terrestrial\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4gI-PJTx4rI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 800,
+    "problem": "Based on the video, which BMW model is nicknamed \"The Clown Shoe\" and is directly associated with both the text \"SPARTANBURG, SC BMW Performance Center\" and the car's motion sequences on wet roads and race tracks?",
+    "options": [
+      "C. BMW Z3 M Coupe (Clown Shoe) - Spartanburg, SC",
+      "A. M3**: While the M3 is mentioned (0:00:20–0:00:30), it lacks the \"Clown Shoe\" nickname and is not explicitly tied to Spartanburg.",
+      "B. Z3 Roadster**: The silver Roadster appears parked (0:04:40–0:04:50) but is unrelated to the nickname or Spartanburg.",
+      "D. Z3 Hatchback**: No hatchback is mentioned; \"Clown Shoe\" specifically refers to the Z3 M Coupe’s unique design."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/NlX-6_NGWmk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 801,
+    "problem": "Which of the following inconsistencies is present in the news broadcast as described in the video?",
+    "options": [
+      "A. The same local event (Cranston fire) is reported under two different Fox affiliate brands.",
+      "B. The time shown (6:46) during Scott Robinson’s segment contradicts the broadcast’s progression.",
+      "C. Katie Woods appears in both a multi-anchor studio and a solo reporting setup for Fox 50.",
+      "D. The cityscape backdrop in the studio contradicts the actual location of the fire coverage."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/CDgJaMtqBXk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 802,
+    "problem": "Based on the video, which ingredient is **not** used in the cookies Mandy Makes presents in the final scene (0:01:50–0:02:20)?",
+    "options": [
+      "A. Peanut butter",
+      "B. Cashews",
+      "C. Dates",
+      "D. Almonds"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/JNYanC6XLDo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 803,
+    "problem": "What is the primary purpose of the office environment frequently shown in the video, and what key evidence supports this?",
+    "options": [
+      "A. A video game development studio; the presence of pixelated game scenes and characters in yellow suits.",
+      "B. A TV show production set; the large screen displaying movie/TV scenes and robotic props.",
+      "C. An entertainment media company reviewing comics, games, and movies; recurring \"IGN\" branding and diverse media displays.",
+      "D. A comic book publisher; vibrant comic panels and superhero imagery on screens."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Wp6C0gxZnhQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 804,
+    "problem": "Based on the video's content and structural cues, which of the following is most likely the **#1 entry** in the \"TOP 10\" list being presented?",
+    "options": [
+      "A. The Moon's role in Earth's tidal patterns",
+      "B. The Earth-Theia collision that formed the Moon",
+      "C. The Moon's current recession rate (1.5 inches/year)",
+      "D. The absence of a lunar atmosphere"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/HEc8BfZK3Hc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 805,
+    "problem": "Based on the video, which individual or group is most directly associated with the **implementation and authority** behind the \"New Rules for Reporting Missing People\" discussed in the broadcast?",
+    "options": [
+      "C. The man distributing flyers in the parking lot",
+      "A. The female anchor in the green dress (Cynthia Newsome)",
+      "B. The Wyandotte County Sheriff's department representative",
+      "D. The \"41 Action News\" editorial team"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4kS6NH7Zs9Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 806,
+    "problem": "The WSJ Live broadcast discusses the discovery of new clownfish species and includes multiple references to \"Finding Nemo.\" What is the most likely reason for combining these elements in the same program?",
+    "options": [
+      "A. To promote a new aquarium installation at City Aquarium",
+      "B. To celebrate the 10th anniversary of \"Finding Nemo\" by linking it to real-world marine biology news",
+      "C. To critique the movie’s inaccuracies in depicting clownfish behavior",
+      "D. To advertise a themed children’s party featuring characters from the movie"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/r5FFq9VTi60.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 807,
+    "problem": "Based on the video's content and copyright notice, which of the following features highlighted in the XP500 headset's marketing is **not** a trademark owned by Voyagerturtle Beach, Inc.?",
+    "options": [
+      "A. Dolby Surround Sound",
+      "B. Ear Force",
+      "C. XBA",
+      "D. Turtle Beach logo"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/JWGMfmwK7Us.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 808,
+    "problem": "What is the primary purpose of the video, based on the recurring elements and settings observed across different timestamps?",
+    "options": [
+      "D. To promote the creator's social media channels for tech/workshop content",
+      "A. To demonstrate DIY woodworking techniques in a home garage",
+      "B. To review computer hardware components and their uses",
+      "C. To promote a line of pet care products featuring the dog"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/XePOvZdWKXA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 809,
+    "problem": "Which Abus lock model is explicitly associated with both a **9.5mm hardened steel bolt** and **steel tested across extreme temperatures (-80°C to 80°C)** in the video, and in which timestamps are these details revealed?",
+    "options": [
+      "C. Abus Provogue Series (0:00:30–0:00:40)",
+      "A. Abus Trigger Disc Lock (0:00:10–0:00:20)",
+      "B. Abus Sledg Disc Lock (0:00:40–0:00:50 and 0:01:40–0:01:50)",
+      "D. Abus Detecto Series (0:03:10–0:03:20)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/IpZpmIm5UU0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 810,
+    "problem": "Based on the video's content and progression, which step in the car modification process immediately follows the tack-welding of radiator supports according to the demonstrated workflow?",
+    "options": [
+      "C. Cleaning up wiring on the firewall",
+      "A. Measuring the motor alignment",
+      "B. Installing the water pump pulleys",
+      "D. Painting the engine components"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/1ECsQpWJy4M.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 811,
+    "problem": "Based on the analysis of recurring sponsors and event branding across the video segments, which brand is explicitly associated with **two distinct sporting disciplines** through visible logos or banners in the video?",
+    "options": [
+      "A. GIEGER Goes** appears only once (0:00:10-0:00:20) in a motocross segment.",
+      "B. Red Bull",
+      "C. GoPro** and **D. Toyota** are paired together in a motocross segment (0:04:50-0:05:00) but are not mentioned elsewhere.",
+      "D. Toyota"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/BeV7OErsC20.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 812,
+    "problem": "Based on the video segments, which group would most strongly oppose the plastic bag ban proposal in Hamden, and what is their implied primary argument?",
+    "options": [
+      "A. Environmental activists; the ban does not go far enough to reduce pollution.",
+      "B. Local business owners; the ban would increase operational costs for retailers.",
+      "C. Historical preservationists; the ban conflicts with Hamden’s foundational values of liberty.",
+      "D. Legal professionals; the proposal lacks constitutional grounding for enforcement."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/ZoU3rPgxFag.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 813,
+    "problem": "The video transitions between various scenes of human-animal interactions, product demonstrations, and movie references. To determine the primary purpose of the video, which of the following conclusions is best supported by the timestamps?",
+    "options": [
+      "C. It is promoting reptile care products at a convention.",
+      "A. It is a tutorial on handling exotic pets safely.",
+      "B. It is a nature documentary highlighting reptile biodiversity.",
+      "D. It is analyzing the use of animals in horror movie scenes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/WyLzwq6yrfc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 814,
+    "problem": "Based on the video, which of the following best describes the man in the white shirt and glasses, and his connection to the \"Seven Marine 627\" boat model?",
+    "options": [
+      "A. He is a Seven Marine company representative demonstrating their flagship engine technology at a boat show.",
+      "B. He is a boat show salesperson advertising a third-party marine engine brand.",
+      "C. He is a journalist explaining technical specifications of an unrelated boat model.",
+      "D. He is a boat owner casually discussing generic marine engineering."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/Ir66VXlLxI8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 815,
+    "problem": "Why does the news broadcast include a segment titled \"Avoiding a Power Surge\" alongside coverage of traffic light restoration efforts?",
+    "options": [
+      "A. To explain that traffic lights require power surges to function properly after a storm.",
+      "B. To warn viewers that the ongoing storm might cause additional power surges affecting traffic lights.",
+      "C. To advise residents on preventing electrical damage when power is restored after outages caused by the storm.",
+      "D. To highlight that crews restoring traffic lights are using equipment that generates power surges."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/3dfHRWF1jC8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 816,
+    "problem": "The red pin on the world map shown during 0:00:40-0:00:50 most likely indicates the geographical location of which structure featured later in the video?",
+    "options": [
+      "A. The Village of Gasadalur's white houses with black roofs",
+      "B. The Meteora monasteries with red roofs on cliffs",
+      "C. The Paro Taktsang monastery with a golden roof",
+      "D. The solitary white house on Just Room Enough Island"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/3rFKTSY0KqQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 817,
+    "problem": "In which environment does the character with purple hair first encounter a lemon after the text \"ONE HUNDRED LIMONS\" appears, and what is the subsequent significant action involving a lemon in a different setting?",
+    "options": [
+      "A. 0:02:50–0:03:00 – A person sits on a washing machine near a bowl of yellow liquid (possible lemonade)",
+      "B. 0:05:10–0:05:20 – A person pours vinegar into a jar of lemons",
+      "C. 0:05:40–0:05:50 – A hand squeezes lemon juice into a glass bowl",
+      "D. 0:04:00–0:04:10 – A lemon sits atop a washing machine in a bathroom"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/NyFkqZ4Gm10.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 818,
+    "problem": "Which statement is contradicted by the video?",
+    "options": [
+      "A. The man uses a red bowl both before and after grilling pineapple.",
+      "B. The grill is consistently described as having a silver exterior throughout all timestamps.",
+      "C. ##### From [0:00:10 to 0:00:20] and [0:00:20 to 0:00:30]:",
+      "D. Thus, option B is contradicted because the grill’s color changes between silver and black in different segments."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/_Iff0B9uE_E.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 819,
+    "problem": "In what order are the following Texas locations featured in the video?",
+    "options": [
+      "D. 1 → 2 → 3 → 4",
+      "A. 1 → 3 → 2 → 4",
+      "B. 2 → 1 → 4 → 3",
+      "C. 4 → 1 → 3 → 2"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/dMzb4f6dBIk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 820,
+    "problem": "Based on the video's content, which hairstylist is associated with David Hair Studio in New York, NY, and during which time segment does this information appear?",
+    "options": [
+      "A. Stephanie (0:01:00–0:01:10)",
+      "B. Mona Baltazar (0:00:20–0:00:30)",
+      "C. The stylist with tattoos (0:03:00–0:03:10)",
+      "D. The woman in the striped shirt (0:00:10–0:00:20)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/doa5BWky2A8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 821,
+    "problem": "Based on the progression of scenes described in the video, which movie’s promotional poster is revealed at the end of the video, and what critical narrative element from the video directly ties to its historical inspiration?",
+    "options": [
+      "A. *Argo* – The tense diplomatic negotiation scene in a dimly lit room (0:00:50���0:01:00).",
+      "B. *Captain Phillips* – The snowy escape scene with two individuals in black (0:02:00–0:02:10).",
+      "C. *Room* – The blindfolded captive in a dark room (0:00:40–0:00:50).",
+      "D. *The Saratov Approach* – The text \"WITNESS THE INSPIRATIONAL TRUE STORY THAT CAPTIVATED TWO NATIONS\" over a snowy landscape (0:02:00–0:02:30)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/aGxaFJKaI9w.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 822,
+    "problem": "Based on the video’s content, which real historical dog is explicitly featured through both direct references and contextual military connections?",
+    "options": [
+      "A. Sergeant Stubby (WWI American war dog)",
+      "B. Belle (rescued dog from Wisconsin mentioned in a newspaper clipping)",
+      "C. Sergeant Gander",
+      "D. Chips (US Army WWII dog)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/amLdfV3OhTQ.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 823,
+    "problem": "Based on the video, which of the following is explicitly mentioned in the packaging text of the Peppa Pig dollhouse?",
+    "options": [
+      "A. A green dragon figurine",
+      "B. \"Princess Peppa's Palace\"",
+      "C. A purple mirror with a gold frame",
+      "D. A treasure chest with gold coins"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/hcMZKZo7uoo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 824,
+    "problem": "What is the most likely purpose of the cartoon bear drawing featured in the video, based on the details provided in the video?",
+    "options": [
+      "A. A logo for the man’s podcast studio",
+      "B. Concept art for an independent animated short film",
+      "C. Storyboard artwork for a Disney theme park attraction",
+      "D. A tutorial sketch for teaching basic cartoon design"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/psUy_ApfbkE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 825,
+    "problem": "Which of the following accurately describes the relationship between the Muncie Fieldhouse and the Bill Harrell Court based on the video segments?",
+    "options": [
+      "C. The reasoning would come from the 0:00:30-0:00:40 segment, which states that the court is part of the Muncie Fieldhouse. Additionally, the 0:01:10-0:01:20 segment mentions the Muncie Fieldhouse and Bill Harrell Court as the same location. The user has to note that multiple segments mention both names, indicating the court is part of the larger Fieldhouse facility."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/j0NKnxMqYis.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 826,
+    "problem": "Based on the video, what is the most likely overarching purpose of this video series, and how do the recurring elements across timestamps support this?",
+    "options": [
+      "A. - Option D is invalid because player names on jerseys are visual props, not discussion topics. Option C lacks support, as street performers are incidental to the sports branding narrative.",
+      "B. A promotional series for Unisport's sports merchandise tied to a December 17 campaign",
+      "C. A documentary about street performers in Denmark during the holidays",
+      "D. A podcast series debating soccer player statistics (e.g., Hazard, Torres, Ospina)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/OTlNj_Z58lk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 827,
+    "problem": "Based on the video, which context most likely unifies the recurring textual/visual motifs of \"FIGHTLAND,\" UFC references, Josh Barnett, and the card game scenes?",
+    "options": [
+      "D. A UFC promotional video with unrelated cutaways to casual social gatherings.",
+      "A. A documentary about competitive card game strategies interspersed with athlete interviews.",
+      "B. A biographical MMA series exploring Josh Barnett's career and personal hobbies like card games.",
+      "C. A fictional drama about underground fight clubs using card games to determine match outcomes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/7YadkXp7cac.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 828,
+    "problem": "The video presents several rare animals and conservation efforts. Which animal is both listed in the \"Top 10 Rarest Animals\" segment and directly associated with a conservation organization’s logo shown later in the video, based on the contexts of examination and institutional involvement?",
+    "options": [
+      "A. Chinese giant salamander",
+      "B. Purple frog",
+      "C. Pygmy three-toed sloth",
+      "D. Black-spotted cuscus"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/izJDuDgAgM4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 829,
+    "problem": "Based on the video’s content and recurring textual/organizational elements, which entity is most likely responsible for producing the video?",
+    "options": [
+      "A. AHU@MAIL.MIL\" in futuristic text, reinforcing DMA’s branding as the contact for the video. The word “contact us” further signals DMA’s organizational responsibility for the content.",
+      "B. Defense Media Activity (DMA)",
+      "C. U.S. Navy Media Operations Command",
+      "D. Department of Defense Communications Agency"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/j9QDv_78wC4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 830,
+    "problem": "Based on the video, in which location does the man in the gray shirt and sunglasses appear in **multiple distinct parking lot scenes** that also involve interactions with high-end vehicles?",
+    "options": [
+      "A. Sunset Plaza",
+      "B. US Bank",
+      "C. American Apparel",
+      "D. Dolce"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/F7ddEfRBx4k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 831,
+    "problem": "Based on the broadcast's visual and textual evidence, how does CCTV America frame the effectiveness of Mexico's \"Crusade Against Hunger\" initiative?",
+    "options": [
+      "A. An unqualified success, with hunger fully eradicated",
+      "B. A total failure due to systemic mismanagement",
+      "C. Mixed results requiring deeper contextual analysis",
+      "D. "
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/1qcMkKJaqRM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 832,
+    "problem": "Which statement about the video contains a direct contradiction to established facts about the characters in \"Zootopia\"?",
+    "options": [
+      "A. Judy Hopps is depicted holding a walkie-talkie while wearing a police uniform.",
+      "B. Nick Wilde is shown interacting with a sloth at the DMV office.",
+      "C. Judy Hopps is mistakenly described as a fox in one scene.",
+      "D. The DMV scene includes a sloth wearing a green shirt."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/fe2W4C41HjM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 833,
+    "problem": "Why did New Hampshire retain its \"first-in-the-nation\" primary status despite President Truman's unexpected loss to Estes Kefauver in the 1952 Democratic primary, as depicted in the video?",
+    "options": [
+      "A. Iowa voluntarily ceded its caucus prominence to strengthen New Hampshire’s role.",
+      "B. New Hampshire state law mandates its primary must be held first.",
+      "C. The small population of New Hampshire ensured statistically insignificant results.",
+      "D. Media outlets like the \"Dewey Defeats Truman\" paper prioritized New Hampshire’s tradition."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/ghX4_JWojkk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 834,
+    "problem": "Based on the video's timeline, which sequence of events most accurately describes how the man in the white t-shirt and black cap caused unintended damage to the car and later attempted to rectify it?",
+    "options": [
+      "A. The man pointed at the \"AWD\" emblem (0:00:10-0:00:20), then used a metal chisel to remove it (0:01:00-0:01:10), and finally applied Meguiar's Polishing Compound to repair the paint (0:03:40-0:03:50).",
+      "B. The man posed in front of the car (0:00:00-0:00:10), later damaged the \"AWD\" emblem with a metal chisel (0:00:30-0:00:40), and used Turne Wax Rubbing Compound to fix the scratches (0:03:00-0:03:10).",
+      "C. The man highlighted the \"AWD\" feature (0:00:10-0:00:20), peeled off the emblem with tape (0:01:10-0:01:20), and reapplied it using a plastic tool (0:04:30-0:04:40).",
+      "D. The man inspected the car (0:05:00-0:05:10), scratched the \"AWD\" text (0:01:00-0:01:10), and corrected it with a microfiber towel (0:01:50-0:02:00)."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/M6VrunqJI3k.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 835,
+    "problem": "What is the most likely sequence of events leading to the flooded street scenes later in the video?",
+    "options": [
+      "A. The flooded street (0:00:50-0:01:00)",
+      "B. The highway lightning strike (0:01:20-0:01:30)",
+      "C. The indoor pool interaction (0:00:30-0:00:40)",
+      "D. The serene dock scene (0:01:50-0:02:00)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/nJNS3axddas.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 836,
+    "problem": "What is the woman’s primary motivation for installing the baby gate, as inferred by her actions and environmental changes across multiple timestamps?",
+    "options": [
+      "A. To prepare for a home renovation project",
+      "B. To childproof the house for a toddler’s safety",
+      "C. To secure the staircase for a pet",
+      "D. To decorate the staircase for a social event"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/f9X6NolnOwY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 837,
+    "problem": "Which segments explicitly reference Land Rover's partnership or branding?",
+    "options": [
+      "A. 0:00:00-0:00:10 (Ben Maher’s introduction) and 0:03:50-0:04:00 (Land Rover flag)",
+      "B. 0:00:10-0:00:20 (jump scene) and 0:03:50-0:04:00 (Land Rover flag)",
+      "C. 0:01:40-0:01:50 (horse race) and 0:02:10-0:02:20 (EQUUS banner)",
+      "D. 0:02:50-0:03:00 (Dr. Bechtolsheimer) and 0:03:30-0:03:40 (indoor arena jump)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/WZIyhXVSumE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 838,
+    "problem": "Which theme is most consistently reinforced by the recurring visual elements and settings across the video segments?",
+    "options": [
+      "A. Romantic comedy",
+      "B. Science fiction",
+      "C. Horror/suspense",
+      "D. Culinary arts"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/1E7jKVmIYTc.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 839,
+    "problem": "Based on the video, which UFC event is featured, and which media outlet's branding is prominently displayed during post-fight interviews?",
+    "options": [
+      "A. UFC 244, covered by ESPN",
+      "B. UFC 241, covered by MMAJUNKIE",
+      "C. UFC 250, covered by UFC Fight Pass",
+      "D. UFC 235, covered by Fox Sports"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/B99t7gZCS94.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 840,
+    "problem": "Which elements are directly linked to the \"Did You Know Channel\" logo across multiple timestamps in the video?",
+    "options": [
+      "A. The child with a cast on a couch, the family in the sunset field, and the police car",
+      "B. The baby formula can, the promotional graphic, and the office worker",
+      "C. The hospital crib, the smartphone interaction, and the suburban neighborhood",
+      "D. The child interacting with an adult's cast, the formula can, the family at sunset, the police car, and the initial graphic"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/VduYfWYYufI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 841,
+    "problem": "",
+    "options": [
+      "A. consumer is comparing protein cookies from three brands: the homemade \"Chocolate Chunk Lentil Recipe,\" Lenny & Larry's, and Ruff Bake. Assuming all nutritional information provided in the video is accurate, which cookie offers the **highest protein content per calorie**?",
+      "C. Ruff Bake (7g protein per cookie, 130 calories)",
+      "A. Homemade (14g protein per serving, 180 calories)",
+      "B. Purple package (14g protein per 4 cookies, 300 total calories)",
+      "D. Lenny & Larry’s (16g protein per cookie, 180 calories)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/EeWG2eLmi4c.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 842,
+    "problem": "What is the most likely primary purpose of the video, based on the recurring elements and structural patterns observed across the timestamps?",
+    "options": [
+      "A. A wilderness survival training session led by Che Durena",
+      "B. A documentary about forest ecosystems and human interaction",
+      "C. An avant-garde art project juxtaposing urban and natural aesthetics",
+      "D. A promotional series for a social media channel (MostAmazingTop10Videos)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/-jkPtDwZHFE.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 843,
+    "problem": "Based on the video, which conclusion is best supported about the timing of the outdoor news segments relative to the storm?",
+    "options": [
+      "B. The outdoor segments were filmed the same night as the storm.",
+      "C. The outdoor segments were filmed the day after the storm.",
+      "A. The outdoor segments were filmed during the storm.",
+      "D. The outdoor segments were filmed weeks after the storm."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/CS97G84HQ68.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 844,
+    "problem": "The protesters seen in the video segments (0:00:50-0:01:10) are most likely opposing which specific infrastructure project or policy related to the airports shown earlier in the broadcast?",
+    "options": [
+      "A. Expansion of Gatwick Airport's cargo facilities",
+      "B. A high-speed rail link connecting Heathrow Airport to Central London",
+      "C. Security upgrades at Heathrow due to terrorism risks",
+      "D. Privatization of UK airport ownership"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/Gx55z17EYgM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 845,
+    "problem": "Based on the video, which AMC television series is most likely being depicted across these scenes, and what narrative elements confirm this identification?",
+    "options": [
+      "C. *Game of Thrones* (dragons, medieval costumes, AMC logo)",
+      "D. *Breaking Bad* (industrial settings, AMC logo, tense character interactions)",
+      "A. *The Walking Dead*",
+      "B. *Fear the Walking Dead* (zombies, warehouse settings, AMC logo, tense group dynamics)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/mcoj5yF0B7Q.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 846,
+    "problem": "Which harbor is both explicitly shown in an aerial view and later referenced in a text overlay as housing \"America's largest sporting fleet,\" while also being connected to the \"Fish Village\" vlog episode filmed at San Clemente Island?",
+    "options": [
+      "A. San Diego Harbor",
+      "B. Newport Harbor",
+      "C. San Clemente Harbor",
+      "D. Long Beach Harbor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/ON3qCFU8M8E.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 847,
+    "problem": "Which character is depicted in the video across two different \"Hunger Games\" films, shown both in a public leadership role and a covert strategic discussion, with their actor's real-life circumstances alluded to in the video?",
+    "options": [
+      "A. President Coriolanus Snow",
+      "B. Plutarch Heavensbee",
+      "C. Katniss Everdeen",
+      "D. Haymitch Abernathy"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/oOchw3VRMT0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 848,
+    "problem": "Based on the video, which Porsche 911 variant and model year is explicitly stated to have a 4.0-liter 520-hp engine, displays \"MotorWeek Track Test\" branding, and is later shown with a price of $188,550 in the same video?",
+    "options": [
+      "A. 2019 Porsche 911 GT3 RS",
+      "B. 2019 Porsche 911 GT2 RS",
+      "C. 2020 Porsche 911 GT3 RS",
+      "D. 2018 Porsche 911 GT2 RS"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/LXkkJN7itNw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 849,
+    "problem": "Based on the progression of the player’s objectives and environmental changes, which action was most likely completed **immediately before** the player’s health reset to 100 at 0:08:00?",
+    "options": [
+      "D. Sabotage the rocket on the gray platform (0:07:20–0:07:30)",
+      "A. Disable the forcefield generator (0:00:20–0:00:30)",
+      "B. Shoot down the burning plane (0:01:30–0:01:40)",
+      "C. Destroy the bridge’s support pillars (0:03:40–0:03:50)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/PiAN36izigU.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 850,
+    "problem": "Based on the video, which individual is most likely a member of the Bearcats basketball team featured in the K5 HD broadcast, and which news segment directly connects their identity to the team?",
+    "options": [
+      "D. The woman in the red and white jersey (0:01:50–0:02:00) / Gymnasium interview (0:01:30–0:01:40)",
+      "A. The woman in the red shirt (0:00:00–0:00:10) / Kenmore Air segment (0:00:40–0:00:50)",
+      "B. Julie Spencer (0:01:00–0:01:10) / Basketball celebration with K5 HD logo (0:01:50–0:02:00)",
+      "C. The reporter in the gray sweater (0:00:10–0:00:20) / Family mountain scene (0:00:20–0:00:30)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/J0A6haMVLqA.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 851,
+    "problem": "In the video, the recurring \"Pony Parts\" branding and Ford vehicles are prominently featured. Which vehicle serves as an example of the brand extending beyond its \"pony car\" roots, and what contextual clue confirms this broader focus?",
+    "options": [
+      "C. I. Pony Parts.com\" sign (0:05:10–0:05:20) and later during exhaust work (0:05:20–0:05:30), reinforcing that the brand services Ford trucks.",
+      "A. The green 1965 Ford Mustang (0:00:30–0:00:40), confirmed by its display in a showroom with a \"Pony Parts\" sign.",
+      "B. The blue Ford Mustang race car (0:03:10–0:03:20), confirmed by its \"Rally North America\" sponsor decal.",
+      "D. The yellow Ford Mustang on a lift (0:01:30–0:01:40), confirmed by the \"Performance Specialties\" sign in the garage."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/R7xm2PqiHKk.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 852,
+    "problem": "What is the primary purpose of the red circles shown in multiple scenes, and how do they relate to the video's investigative theme?",
+    "options": [
+      "A. Highlighting distressed individuals to emphasize human danger",
+      "B. Marking locations of ancient ruins for archaeological study",
+      "C. Indicating points of interest for Google Earth analysis leading to depth measurement",
+      "D. Identifying areas with high marine activity for fishing expeditions"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/Ltminzyg9Mo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 853,
+    "problem": "Which of the following comic issues is featured in a panel immediately preceding the first appearance of both the \"DC All Access\" logo and the \"PLEASE SUBSCRIBE!\" text in the video, based on the chronological sequence of video frames?",
+    "options": [
+      "A. *Forever Evil #6, 2014*",
+      "B. *The Flash #113, 1962*",
+      "C. *Blackest Night: The Flash #3, 2010*",
+      "D. *Final Crisis: Rogue's Revenge #2, 2008*"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/NXix1ljB_GI.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 854,
+    "problem": "What is the **primary subject** of the video, based on the integration of visual elements, recurring individuals, and contextual clues across all timestamps?",
+    "options": [
+      "A. Urban development in Mississauga, highlighting construction sites and architectural changes",
+      "B. The daily activities and personal interactions of the Choudry family in multiple settings",
+      "C. A police report documenting nighttime patrols and vehicular details",
+      "D. A news segment or documentary analyzing police encounter deaths, supported by data and eyewitness accounts"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/FMBwMfQypZo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 855,
+    "problem": "How many times does the text \"Tiger VS Sloth Bear\" explicitly appear in the video, and in which timestamp ranges does this occur?",
+    "options": [
+      "A. 1 time (0:00:40–0:00:50 only)",
+      "B. 2 times (0:00:40–0:00:50 and 0:00:50–0:01:00)",
+      "C. 3 times (0:00:40–0:00:50, 0:00:50–0:01:00, and 0:01:40–0:01:50)",
+      "D. 0 times (the text is never shown)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/irO8MgLKnaw.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 856,
+    "problem": "How many distinct adult individuals are prominently featured in the video, based on their clothing, settings, and contextual interactions?",
+    "options": [
+      "A. 1",
+      "B. 2",
+      "C. 3",
+      "D. 4"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/dHFvusFXWMM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 857,
+    "problem": "Based on the video, which activity is the **primary focus** of the YouTube channel \"The CheerNastics2,\" and what contextual clues from earlier segments support this?",
+    "options": [],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/4yN-RMSFDo0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 858,
+    "problem": "What is the most likely purpose of the video, based on the sequence of objects the woman interacts with and her actions?",
+    "options": [
+      "A. A makeup tutorial focusing on autumn color palettes",
+      "B. A fashion haul showcasing casual and trendy outfits",
+      "C. An unboxing and review of beauty subscription box items",
+      "D. A \"get ready with me\" video preparing for a fall-themed event"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/HUcPW-dfZEo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 859,
+    "problem": "Which Disney character is depicted in both their original animated film and a Broadway-style stage performance within the video?",
+    "options": [
+      "A. Rapunzel (Tangled)",
+      "B. Ariel (The Little Mermaid)",
+      "C. Cinderella",
+      "D. Aurora (Sleeping Beauty)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/JwFTIBP3X8Y.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 860,
+    "problem": "During which time segment does the green gorilla first transition from sitting on a white couch to a pink couch while interacting with Robin, based on changes in room elements and character dynamics?",
+    "options": [
+      "C. 0:00:30-0:00:40",
+      "A. 0:00:10-0:00:20",
+      "B. 0:00:20-0:00:30",
+      "D. 0:00:40-0:00:50"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/DbB6U5fqL54.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 861,
+    "problem": "In the video, which Audi Q3 license plate number is displayed both in a spacious studio setting and during a mountainous driving scene, with the car's color differing between these two instances?",
+    "options": [
+      "C. IN Q 3400",
+      "A. IN-O-3401",
+      "B. IN 3401",
+      "D. IN-Q3400"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/rv1POMB0TwM.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 862,
+    "problem": "",
+    "options": [
+      "A. viewer wants to create a hair mask using only ingredients explicitly shown or described in the video to (1) address fungal scalp infections, (2) provide fatty acids for shine, and (3) avoid hot water rinsing. Which combination of ingredients and practices satisfies all three requirements?",
+      "A. Castor oil + onion juice + coconut oil; rinse with cold water",
+      "B. Castor oil + egg yolk + coconut oil; rinse with cold water",
+      "C. Onion juice + egg white + castor oil; rinse with warm water",
+      "D. Coconut oil + onion juice + egg white; rinse with hot water"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/cjVgU0oAATY.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 863,
+    "problem": "Based on the progression of segments in the ABC7NY broadcast, which of the following is MOST LIKELY the primary reason the \"Golden Dolphin\" restaurant became the subject of a boycott call?",
+    "options": [
+      "A. A viral video of a golden retriever with a pink toy filmed near the restaurant",
+      "B. A medical incident involving a Labrador Retriever wearing a cone at the restaurant",
+      "C. Kristin Thorne’s investigative report exposing unethical practices at the restaurant",
+      "D. Peter Tsadilas’s community survey measuring resident dissatisfaction with the restaurant"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/loAaf_Dfr8o.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 864,
+    "problem": "Based on the sequence of makeup application demonstrated in the video, which of the following correctly orders the **specific products** shown with visible text overlays?",
+    "options": [
+      "A. C Lip Pencil 'Plum'** is the final product shown with text (0:05:50–0:06:00), completing the sequence as the **fifth step**.",
+      "C. Eyeshadow Base → Eyeshadow (Lorac 'Sable') → Concealer → Mascara → Lip Pencil",
+      "B. Concealer → Eyeshadow Base → Eyeshadow (Lorac 'Taupe') → Lip Pencil → Mascara",
+      "D. Concealer → Eyeshadow (Lorac 'LT. Pink') → Eyeshadow Base → Mascara → Lip Pencil"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/LU6sWE8jkvo.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 865,
+    "problem": "Based on the spatial and environmental changes observed throughout the video, what best explains the sudden appearance of the camera setup in later scenes?",
+    "options": [
+      "A. The camera is documenting storm damage to vegetation.",
+      "B. The camera is capturing wildlife behavior during twilight.",
+      "C. The camera is positioned to film the transition from stormy to calm conditions.",
+      "D. While twilight scenes exist (228s), the camera appears earlier in daytime settings, making B less consistent."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/477_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 866,
+    "problem": "What event most likely caused the explosion observed at 14.9 seconds?",
+    "options": [
+      "A. A helicopter colliding with the yellow clock tower building",
+      "B. A plane crashing into the snowy mountain",
+      "C. A red car skidding into a wooden fence",
+      "D. A structural failure in the wooden rooftop"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/352_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 867,
+    "problem": "Based on the spatial arrangement and lighting changes across the frames, which phenomenon explains the appearance of a bright light source in the upper left corner of the 15.0s frame compared to the fully dark Earth view at 0.0s?",
+    "options": [
+      "A. A satellite reflecting sunlight enters the frame.",
+      "B. The Earth’s rotation reveals sunlight on the horizon.",
+      "C. A city’s lights intensify to mimic a celestial body.",
+      "D. The camera pans to capture a star previously outside the frame."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/145_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 868,
+    "problem": "Throughout the video, which item remains consistently present on all poolside food trays except one instance where it is replaced by another botanical element?",
+    "options": [
+      "A. Small vase with a white flower",
+      "B. Glass of orange juice",
+      "C. Piece of honeycomb",
+      "D. Sprig of parsley"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/103_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 869,
+    "problem": "Which element first indicates the presence of a winter sports resort in the video?",
+    "options": [
+      "A. Dense cluster of evergreen trees",
+      "B. Snow-covered railway track",
+      "C. Ski lift with visible skiers",
+      "D. Frozen lake with ice floes"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/303_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 870,
+    "problem": "Based on the meerkats' positional changes relative to environmental elements, which pattern of movement is observed between 19.886s and 39.773s?",
+    "options": [
+      "A. Consistently staying close to the tree trunk",
+      "B. Alternating between proximity to the tree trunk and perching on a rock",
+      "C. Moving steadily away from the tree trunk toward open ground",
+      "D. Interacting with another species near the tree trunk"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/83_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 871,
+    "problem": "",
+    "options": [
+      "A. person starts walking from the location marked by the \"老店\" (Old Shop) sign at 5.0s and moves progressively toward the right side of the street. Based on spatial relationships between signs and their coordinates, which establishment would they encounter **immediately after** passing the \"Old Shop\"?",
+      "B. \"The Nianhe Dispensary\"",
+      "A. \"童年食谱\" (Childhood Recipes) store",
+      "C. \"COFFEE\" shop with red lanterns",
+      "D. \"茶\" (Tea) shop with striped shutters"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/227_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 872,
+    "problem": "What sequence of motorcycle movements and positioning leads to the crashed motorcycle shown later in the video?",
+    "options": [
+      "A. Two motorcycles riding side by side collide due to limited road width",
+      "B. A third motorcycle overtakes two others on a curve, forcing one off the road",
+      "C. A motorcycle swerves to avoid vegetation encroaching the guardrail and loses control",
+      "D. Three motorcycles spread across the road create a spatial conflict near the guardrail"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/457_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 873,
+    "problem": "In the video, two prominent shop signs appear together in the same frame at 230.0s. Which establishments do these signs belong to?",
+    "options": [
+      "A. \"Century-old store\" and \"DuckTravel\"",
+      "B. \"Crunchy Fragrance Garden\" and \"Xichou Broken Crust Pastry\"",
+      "C. \"Grilled rice cake\" and \"Ice milk\"",
+      "D. \"Free Blood Pressure Test\" and \"Handmade\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/265_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 874,
+    "problem": "Based on the spatial arrangement of elements in the frames at 19.88s, where are the ducks positioned relative to the swans?",
+    "options": [
+      "A. Left",
+      "B. Right of the swans",
+      "C. Above the swans",
+      "D. Below the swans"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/320_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 875,
+    "problem": "",
+    "options": [
+      "A. white SUV is observed in two tunnel scenes at different timestamps. At 84.51s, its brake lights are illuminated, and at 89.48s, its rear lights are on. What best describes its movement pattern between these frames?",
+      "A. Accelerated out of the tunnel",
+      "B. Slowed down, then resumed forward motion",
+      "C. Stopped completely and reversed direction",
+      "D. Parked with lights activated"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/420_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 876,
+    "problem": "After turbulent ocean waves crash against metal railings, what subsequent environmental change is observed in the video?",
+    "options": [
+      "A. Calm beach with scattered seashells",
+      "B. Heavy snowfall covering the landscape",
+      "C. Autumn leaves falling onto the forest floor",
+      "D. Dense fog enveloping the forest"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/44_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 877,
+    "problem": "Based on the spatial arrangement and recurring appearances of the \"JUNO HAIR\" establishment and nearby objects across multiple timestamps, which direction has the camera most likely moved relative to the building between 5.0s and 30.0s?",
+    "options": [
+      "A. West to East",
+      "B. East to West",
+      "C. North to South",
+      "D. South to North"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/52_26.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 878,
+    "problem": "During which time interval does the flag on the traditional fortress wall transition from being solid red to black with white symbols?",
+    "options": [
+      "A. 0–5 seconds",
+      "B. 5–10 seconds",
+      "C. 10–20 seconds",
+      "D. 20–30 seconds"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/52_33.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 879,
+    "problem": "After being initially stored in a red container with water and a connected hose, where are the octopuses later prepared for display, based on spatial and contextual clues across the video?",
+    "options": [
+      "A. On a green plastic tray under a colorful umbrella",
+      "B. On a white cloth placed on a wooden surface",
+      "C. Inside a blue cooler box with ice",
+      "D. In a woven basket stacked with wooden planks"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/451_6.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 880,
+    "problem": "At 69.60 seconds, the ship's name \"Star Princess\" becomes visible on its side. Given that earlier frames (e.g., 4.97s) showed a stylized \"M\" logo on the ship's side, which direction did the ship most likely turn to expose the name?",
+    "options": [
+      "A. Port (left)",
+      "B. Starboard (right)",
+      "C. No turn occurred; the name was always visible but cropped out",
+      "D. The ship reversed direction entirely"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/85_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 881,
+    "problem": "Based on the spatial and temporal progression of the video, which sequence correctly describes the changes in the leading horse’s coat color during group movements on the sandy beach?",
+    "options": [
+      "A. Brown → White → Light gray",
+      "B. White → Brown → Black",
+      "C. Brown → White → Brown",
+      "D. White → Brown → White"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/436_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 882,
+    "problem": "At multiple points in the video, shops with Chinese character signs are visible. Based on their spatial arrangement and continuity of details, which shop would be positioned closest to the alleyway entrance near the end of the sequence where a stone lion statue appears?",
+    "options": [
+      "A. A clothing store with mannequins in traditional pink/white outfits",
+      "B. A tofu shop marked with \"豆腐\"",
+      "C. A tea house with signs reading \"茶馆\"",
+      "D. A shoe store with a \"Shoes\" sign in Chinese"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/393_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 883,
+    "problem": "",
+    "options": [
+      "A. motorcycle is observed parked in two different locations. Initially seen near stairs with metal railings, it later appears next to a building with a prominent festive decoration. What is this decoration?",
+      "A. A red carpet laid for an event",
+      "B. A large pink balloon arch",
+      "C. A green bus stop sign",
+      "D. A row of white planters with red flowers"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/200_6.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 884,
+    "problem": "At which timestamp do vehicles first begin moving in response to a green traffic light, following a period of being stopped at a red light?",
+    "options": [
+      "A. 10.0s",
+      "C. 70.0s",
+      "B. 60.0s",
+      "D. 85.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/241_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 885,
+    "problem": "At 0s, a person in a pink jacket pushes a stroller toward the right. Assuming they maintain their direction and speed, which establishment would they most likely pass next by 20s?",
+    "options": [
+      "A. A shop with a blue awning and a red decorative bow in the window",
+      "B. A building with a \"Bunway House\" sign and a parked motorcycle",
+      "C. The pink jacket/scarf individual’s path logically connects their initial rightward movement to this later position.",
+      "D. A \"SAMSUNG\" building next to a yellow delivery truck"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/52_14.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 886,
+    "problem": "After being observed pointing towards a distant location while in front of a pink umbrella, which landmark did the individual with the elephant-design backpack subsequently pass through?",
+    "options": [
+      "A. Traditional stone archway",
+      "B. Intelligent First-aid station",
+      "C. Three Lives and Three Worlds shop entrance",
+      "D. Pavilion with red and gold roof"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/326_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 887,
+    "problem": "As the camera moves across the building facade in the early frames, which architectural feature becomes newly visible in later sections that was absent in the initial view?",
+    "options": [
+      "B. Symmetrical tall arched windows flanked by rectangular doors",
+      "A. Rectangular windows arranged in a grid with smaller top rows",
+      "C. Warm lighting casting a golden glow on stone surfaces",
+      "D. Vertical columns supporting upper levels"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/406_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 888,
+    "problem": "Based on the changing spatial relationship between the highway and the town over time, which statement is correct?",
+    "options": [
+      "A. The highway shifts from passing through the town to running parallel to it.",
+      "B. The highway moves closer to the residential area but remains parallel.",
+      "C. The highway is only visible in the town center during nighttime.",
+      "D. The highway disappears entirely after the 5.0s mark."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/442_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 889,
+    "problem": "Based on the high-resolution details across the video frames, which object does the cat interact with, and what specific identifier confirms this interaction?",
+    "options": [
+      "A. A wooden bench with intricate carvings",
+      "B. A remote control with visible serial and MAC addresses",
+      "C. A white collar with a red tag",
+      "D. A green grassy surface with visible garden tools"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/416_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 890,
+    "problem": "Starting from the stone altar with the lotus-carved stone and ceramic cup, which sequence of structures would someone pass through to reach the cemetery with gravestones under trees, based on the spatial progression observed?",
+    "options": [
+      "A. Altar → wooden pavilion → stone lantern → cemetery",
+      "B. Altar → stone staircase with metal railing → stone lantern → cemetery",
+      "C. Altar → stone wall with alcove → blue bench → cemetery",
+      "D. Altar → torii gate → stone cross → cemetery"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/215_5.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 891,
+    "problem": "",
+    "options": [
+      "A. group is initially observed near a bridge with multiple pillars and a prominent red skyscraper. Later, they are seen next to a large ice sculpture with a dome-like structure. Assuming the red skyscraper is south of the bridge, which direction did the group move to reach the sculpture?",
+      "A. North",
+      "B. South",
+      "C. East",
+      "D. West"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/325_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 892,
+    "problem": "Based on the spatial and temporal progression of scenes, which interaction between the bear and the river is most consistent with the high-resolution details provided?",
+    "options": [
+      "A. The bear crosses the river by jumping between submerged rocks.",
+      "B. The bear moves away from the river into denser vegetation.",
+      "C. The bear approaches and stands on a rock near the river.",
+      "D. The bear avoids the river entirely, staying hidden in foliage."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/42_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 893,
+    "problem": "Based on the environmental changes observed in the video, which sequence of seasons is depicted through the interactions of weather, vegetation, and structural elements?",
+    "options": [
+      "A. Winter → Spring → Summer → Autumn",
+      "B. Winter → Summer → Autumn → Winter",
+      "C. Autumn → Winter → Spring → Summer",
+      "D. Summer → Autumn → Winter → Spring"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/322_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 894,
+    "problem": "Based on the progression of scenes in the video, what sequence best describes the environmental shifts?",
+    "options": [
+      "A. Cloudy sky → Foggy forest → Urban building → Stormy clouds",
+      "B. Foggy forest → Urban building → Cloudy sky → Stormy clouds",
+      "C. Urban building → Foggy forest → Stormy clouds → Cloudy sky",
+      "D. Cloudy sky → Urban building → Foggy forest → Stormy clouds"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/273_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 895,
+    "problem": "At which timestamp does the hand-shaped incense holder first appear with both an incense stick and a candle positioned to cast a distinct shadow on the wall?",
+    "options": [
+      "A. 175.0s",
+      "B. 190.0s",
+      "C. 205.0s",
+      "D. 200.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/115_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 896,
+    "problem": "After photographing the main temple gate, which location did the photographer visit next based on their movement trajectory?",
+    "options": [
+      "A. The red wooden bridge with people",
+      "B. The stone turtle statue near a pond",
+      "C. The pavilion with a thatched roof",
+      "D. The gravel path with the \"Only Shared on Youtube.com\" text"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/224_37.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 897,
+    "problem": "At which location was the individual with the colorful floral headpiece first observed before appearing near the \"小吃\" snack sign?",
+    "options": [
+      "A. Beside a blue \"Pedestrian crossing\" sign",
+      "B. Under a large orange umbrella at a market stall",
+      "C. Adjacent to a parked white scooter",
+      "D. Near a construction site with a green tarp"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/183_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 898,
+    "problem": "At the start of the video, green traffic cones are positioned around a puddle. By 5.0s, these cones are arranged in a straight line with reflective stripes. What most likely caused this change in configuration?",
+    "options": [
+      "A. Preparing to redirect traffic around a construction zone",
+      "B. Marking a pedestrian pathway for an event setup",
+      "C. Indicating a hazardous spill area",
+      "D. Creating a boundary for a temporary parking lot"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/495_5.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 899,
+    "problem": "",
+    "options": [
+      "A. procession of people in yellow shirts is observed moving through a decorated street. Based on their positioning relative to key landmarks, which destination are they most likely approaching?",
+      "A. The \"FamilyMart\" convenience store with blue signage",
+      "B. The \"天配德圣\" ornate gate with red lanterns",
+      "C. The \"Let's Cafe\" building with a blue and white facade",
+      "D. The temple with the \"天后宫\" sign and deity statue"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/198_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 900,
+    "problem": "At which timestamp is a person wearing a light blue shirt with the text \"Bee\" partially visible on the back observed walking away from the camera into an alley, and which object is positioned behind them in that alley?",
+    "options": [
+      "A. 10.0s – Yellow chair and red/blue striped bag",
+      "B. 35.0s – White van and metal shutter",
+      "C. 55.0s – Green wall and surveillance camera",
+      "D. 80.0s – Wheelchair and red shirt on clothesline"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/362_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 901,
+    "problem": "",
+    "options": [
+      "A. person wearing a white shirt and blue shorts is first observed walking toward the camera on the left side of the street (0.0s). Later, at 25.0s, they are seen walking toward the left near a building with a clock. What best describes their movement relative to the central flower pot initially visible at 0.0s?",
+      "A. Passed the flower pot on their right side while moving toward the camera, then turned left",
+      "B. Circled counter-clockwise around the flower pot to avoid it",
+      "C. Remained on the left side of the street and never approached the flower pot",
+      "D. Crossed to the right side of the street first, then looped back left"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/304_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 902,
+    "problem": "At the start of the video (0.0s), a woman in a black outfit with a beige cap is seen walking on a path with bushes on the right and trees on the left, near a traditional Japanese structure. Later, at 135.0s, a woman with red hair in a white blouse is photographed near a shrine with a red torii gate. Based on their spatial progression and environmental details, which general direction did they most likely travel relative to the starting point?",
+    "options": [
+      "A. Northeast",
+      "B. Northwest",
+      "C. Southeast",
+      "D. Southwest"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/253_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 903,
+    "problem": "Based on the changing positions and interactions of lights and structures across the frames, what is the camera most likely doing over the course of the video?",
+    "options": [
+      "A. Panning downward to follow the water's flow",
+      "B. Zooming in on the bridge's lights",
+      "C. Panning upward from the water to the bridge and then the sky",
+      "D. Remaining stationary with changing focus"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/456_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 904,
+    "problem": "Based on the progression of scenes in the video, which location becomes the focal point in the final segments due to recurring architectural and environmental clues?",
+    "options": [
+      "A. A dense urban residential area with red-tiled roofs and white walls",
+      "B. A coastal area with traditional buildings, boats, and a pier",
+      "C. A commercial district with skyscrapers and modern glass facades",
+      "D. A park with stone pathways and decorative railings"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/413_5.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 905,
+    "problem": "",
+    "options": [
+      "A. maintenance crew placed traffic cones to mark a route through the town. Based on their sequential placement across the video frames, which path did the cones most likely outline?",
+      "A. Narrow street with pink buildings → Dock area → Waterfront sidewalk",
+      "B. Traditional shrine → Stone monument with Japanese text → Coastal hill",
+      "C. Marina with boats → Alley with potted plants → Stone gate with lion statues",
+      "D. Wooden shop alley → Café seating area → Stone steps near harbor"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/495_24.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 906,
+    "problem": "Based on the movement patterns of the person in the red shirt and the spatial layout of structures described, what hazard does the Chinese caution sign \"Watch Your Step\" (observed at 260.0s and 265.0s) most likely warn against?",
+    "options": [
+      "A. Uneven pavement near the white cylindrical columns",
+      "B. Steep steps descending toward the water's edge",
+      "C. Slippery surfaces on the glass-roofed bridge",
+      "D. Low visibility due to dense tree foliage"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/207_5.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 907,
+    "problem": "During the video, at which point is two-way traffic first observed on the Brooklyn Bridge based on visible vehicle movement and contextual clues?",
+    "options": [
+      "C. When cars move in opposing directions amid a gradient sky suggesting twilight",
+      "A. When a green car leads a black car in the same direction under a setting sun",
+      "B. When a white car drives on a road with dashed lines during a gradient sky",
+      "D. When a blue car and another vehicle appear on the bridge with a blurred background"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/510_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 908,
+    "problem": "At which point in the video does the aurora borealis cease to be visible in the frame, and what scene replaces its presence?",
+    "options": [
+      "A. A snowy mountain peak under starlight",
+      "B. A rocky coastal formation during sunset",
+      "C. A wooden cabin illuminated during rainfall",
+      "D. A dense fog-covered forest"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/414_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 909,
+    "problem": "Between two instances where a U.S. quarter is placed on a one-dollar bill, how does the coin's position change?",
+    "options": [
+      "A. Moves from the top edge to the bottom edge",
+      "B. Shifts from the top-left corner to the right side",
+      "C. Moves from the center to the left edge",
+      "D. Remains in the same position"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/455_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 910,
+    "problem": "After showing a secluded wooden dock illuminated by a single street lamp at night during rainfall, the video transitions to which of the following settings?",
+    "options": [
+      "A. A busy urban street with parked cars, pedestrians holding umbrellas, and storefront signs.",
+      "B. A dense forest with wet tree branches and visible moss on rocks.",
+      "C. An underwater scene with tropical fish swimming near coral reefs.",
+      "D. A dimly lit indoor table with candles, books, and a coffee mug."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/142_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 911,
+    "problem": "Based on the movement patterns inferred from the high-res details, which item is the person wearing the red and white polka-dotted fabric most likely interacting with after holding a peach?",
+    "options": [
+      "B. Apples in a fruit stand",
+      "A. A pile of speckled eggs",
+      "C. Tomatoes at a vegetable stall",
+      "D. Cured meat at a market"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/342_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 912,
+    "problem": "Between 15.0s and 25.0s, how do the orange sunglasses change position to reveal the wearer’s eye?",
+    "options": [
+      "A. The sunglasses are fully removed from the face.",
+      "B. The sunglasses slide down the nose, exposing the eye area.",
+      "C. The sunglasses tilt sideways, aligning the spiral pattern horizontally.",
+      "D. The sunglasses are pushed up into the hair, leaving the eyes uncovered."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/21_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 913,
+    "problem": "Between 5.0s and 35.0s, which item was removed from the vicinity of the meat stall?",
+    "options": [
+      "A. Red umbrella",
+      "B. White electric scooter",
+      "C. Digital scale",
+      "D. Orange cone"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/333_8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 914,
+    "problem": "During which time segment is a motorcycle parked in a location where a \"Do not park here\" sign is visible?",
+    "options": [
+      "A. 40.0s",
+      "B. 65.0s",
+      "C. 85.0s",
+      "D. 215.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/67_9.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 915,
+    "problem": "Throughout the video, the Hollywood sign is shown from varying angles. Which factor best explains why communication towers are visible near the sign in some frames but absent in others?",
+    "options": [
+      "A. The towers are only visible at specific times of day.",
+      "B. The camera circles the hill, capturing different sides of the landscape.",
+      "C. The towers are temporary structures removed later in the video.",
+      "D. Vegetation growth intermittently obscures the towers."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/312_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 916,
+    "problem": "Based on the movement and positioning of the succulent plant and tools across the video frames, which terrarium structure was used in the final setup?",
+    "options": [
+      "A. A black pyramid-shaped terrarium with scattered soil",
+      "B. A transparent triangular glass terrarium with a black metal frame",
+      "C. A cylindrical red pot with white perlite granules",
+      "D. A round glass dome with a white sand base"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/169_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 917,
+    "problem": "At 0.0s, a white car with a blue license plate is parked on the right side of the street, and a gray car is parked on the left. At 10.0s, another white car with a blue license plate is observed. Which statement best explains the spatial relationship between these vehicles?",
+    "options": [
+      "A. The same white car moved from the right to the left side by 10.0s.",
+      "B. Two distinct white cars were parked on opposite sides of the street at different times.",
+      "C. The gray car was repainted white and remained on the left side.",
+      "D. The white car at 10.0s replaced the gray car initially parked on the left."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/268_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 918,
+    "problem": "After handling a keychain labeled \"HOME,\" which object does the person interact with next, as indicated by the sequence of high-detail observations?",
+    "options": [
+      "A. A polka-dotted dress",
+      "B. A document in Russian",
+      "C. A potted plant",
+      "D. A kitchen countertop"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/17_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 919,
+    "problem": "Based on the changing color configurations of the police vehicle's roof lights, which sequence correctly represents the order of observed changes?",
+    "options": [
+      "A. Blue/Red → Green/Blue → Blue/White → Blue/Red",
+      "B. Blue/Red → Blue/White → Green/Blue → Blue/Red",
+      "C. Green/Blue → Blue/White → Blue/Red → Green/Blue",
+      "D. Blue/White → Green/Blue → Blue/Red → Blue/White"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/111_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 920,
+    "problem": "",
+    "options": [
+      "A. person wearing a red cap and blue jacket is observed moving through the street over multiple timestamps. At 30.0s, they walk away from the camera carrying a flower arrangement near a sign reading \"花\" (flower). At 50.0s, they approach a building with a \"DuckTravel\" sign. Based on their trajectory and spatial relationships between landmarks, which establishment would they most likely pass next?",
+      "A. A tea shop with a red signboard displaying \"茶\"",
+      "B. ",
+      "C. A stall advertising \"Grilled Fresh\" (\"烤鲜\")",
+      "D. A jewelry store with silver bracelets and rings"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/150_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 921,
+    "problem": "At 100.0s, a fruit stand's sign reads \"玩转生活 不断电\" (Play with life, never run out of power). Which item was previously seen near this stall's setup in an earlier frame?",
+    "options": [
+      "A. Megaphone",
+      "B. Red cushion",
+      "C. Blue scarf",
+      "D. Fishing rod"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/290_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 922,
+    "problem": "Based on the progression of scenes, which sequence best describes the camera’s shifting focus between distinct areas of the setting?",
+    "options": [
+      "A. Sleek bar counter → Workspace-adjacent dining table → Aquarium-view dining table",
+      "B. Aquarium-view dining table → Sleek bar counter → Workspace-adjacent dining table",
+      "C. Workspace-adjacent dining table → Sleek bar counter → Aquarium-view dining table",
+      "D. Aquarium-view dining table → Workspace-adjacent dining table → Sleek bar counter"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/493_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 923,
+    "problem": "Based on the changing environments and spatial relationships observed in the video, where is the volcanic rock with green moss most likely situated?",
+    "options": [
+      "A. A riverbank surrounded by dense forest",
+      "B. A volcanic island near a coastal town",
+      "C. A mountain slope with sparse vegetation",
+      "D. A coastal beach bordering the ocean"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/31_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 924,
+    "problem": "At which timestamp does a white bird first appear on the \"GOOD CACAO\" sign, and what distinguishes it from earlier mentions of the sign?",
+    "options": [
+      "A. 40.0s – The bird is part of the store's statue collection.",
+      "B. 50.0s",
+      "C. 60.0s – A small bird sits on the roof of the adjacent building.",
+      "D. 270.0s – A decorative bird motif is added to the sign."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/112_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 925,
+    "problem": "At different times in the video, specific business signs are visible on either side of the street. Based on their consistent positioning, which establishment's sign remains on the **right side** of the street throughout the scenes where it appears?",
+    "options": [
+      "A. \"COCO PANDA\" (yellow sign with bold text)",
+      "B. \"DuckTravel\" (white text on black background)",
+      "C. \"GOGOPANDA\" (illuminated yellow sign)",
+      "D. \"四川特产\" (Sichuan specialties store)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/23_14.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 926,
+    "problem": "",
+    "options": [
+      "A. person wearing a jacket with \"FUTURE\" on the back is observed in multiple frames. Based on their proximity to landmarks and directional clues, which path did they most likely take along the street?",
+      "A. Started near the \"DuckTravel\" sign, passed the jade shop (\"翡翠\"), and ended near the \"批发野生菌\" (wholesale wild mushrooms) sign.",
+      "B. Started near the \"批发野生菌\" sign, walked past the tea shop (\"茶\"), and ended near the \"DuckTravel\" sign.",
+      "C. Looped from the park bench area to the green cart and back to the starting point.",
+      "D. Remained stationary near the red lantern decorations throughout the video."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/508_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 927,
+    "problem": "When entering the temple grounds from the main path, which structure is encountered immediately after passing through the torii gate, based on the spatial progression of elements in the video?",
+    "options": [
+      "A. A stone lantern with a curved roof",
+      "B. A wooden gate with intricate carvings",
+      "C. A stone monument with Japanese inscriptions",
+      "D. A shrine with a white curtain"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/6_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 928,
+    "problem": "Based on spatial and temporal progression, which activity first emerges as a coordinated group movement on the frozen lake after the initial individual walks?",
+    "options": [
+      "B. Multiple riders using colorful bicycles with skis/sled attachments",
+      "A. People forming a line to take photos near the pavilion",
+      "C. A synchronized ice-skating performance",
+      "D. Teams dragging sleds loaded with equipment"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/325_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 929,
+    "problem": "Over the course of the video, which two elements moved in opposite horizontal directions relative to the viewer?",
+    "options": [
+      "C. The boat and the person",
+      "A. The shoreline and the boat",
+      "B. The mountain peaks and the water",
+      "D. The rocky shoreline and the horizon"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/156_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 930,
+    "problem": "Based on textual clues visible in different frames, what key structure was positioned near the \"Haier\" ice sculpture with Chinese characters, and what does this indicate about event layout?",
+    "options": [
+      "A. A pink tree and security checkpoint, suggesting a restricted zone",
+      "B. A large Ferris wheel and performance stage, indicating a central festival area",
+      "C. A \"DUCKTRAVEL\" sign and castle sculpture, marking a themed exhibit",
+      "D. A restroom building with an inflatable figure, denoting amenities placement"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/259_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 931,
+    "problem": "",
+    "options": [
+      "A. store's promotional sign changes over the course of the video. What sequence of sale percentages is displayed, and what replaces the sale indicator in later frames?",
+      "A. 60% → 66% → Removed, replaced by a blue store sign",
+      "B. 50% → 60% → 70%, replaced by a green logo",
+      "C. 60% → 66% → 70%, replaced by a \"GAP\" sign",
+      "D. 60% → 50% → Removed, replaced by a red poster"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/116_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 932,
+    "problem": "At 5.0s, a red motorcycle is parked on a wooden deck. At which subsequent time is the same motorcycle observed parked on the street with a pink and white polka-dotted cloth draped over its seat?",
+    "options": [
+      "A. 10.0s",
+      "B. 25.0s",
+      "C. 30.0s",
+      "D. 15.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/333_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 933,
+    "problem": "Based on the progression of visible signage and environmental clues throughout the video, which city is this bustling market scene most likely taking place in?",
+    "options": [
+      "A. Beijing",
+      "B. Shanghai",
+      "C. Kunming",
+      "D. Chengdu"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/295_9.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 934,
+    "problem": "The video begins with a view of the Andromeda galaxy (Messier 31) positioned on the left side of the frame. Later, the scene transitions to focus on Messier 81. Based on their spatial positions over time, which direction did the camera most likely pan to shift from Andromeda to Messier 81?",
+    "options": [
+      "A. Left",
+      "B. Right",
+      "C. Up",
+      "D. Down"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/454_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 935,
+    "problem": "Between 20.0s and 25.0s, what change occurs regarding the white sedan with license plate \"HC D10868\"?",
+    "options": [
+      "A. It moves from the right side of the road to the middle.",
+      "B. It remains parked in the same location.",
+      "C. It is replaced by a black car with a green license plate.",
+      "D. It is joined by a motorcycle parked next to it."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/440_8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 936,
+    "problem": "The video begins with a person standing on a wet stone pathway near a sign displaying prohibition symbols. Based on environmental continuity and spatial progression, which location does this individual ultimately arrive at by the end of the video?",
+    "options": [
+      "A. A bustling indoor bar with neon \"Diamonds Bar\" signage",
+      "B. A traditional Japanese shrine with red lanterns and torii gates",
+      "C. A daytime construction site with orange traffic cones",
+      "D. A modern commercial building with \"ARMANI\" signage"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/305_7.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 937,
+    "problem": "Based on the spatial arrangement and visible signage across different timestamps, which market is the motorcycle with license plate \"3389 A2\" ultimately parked near?",
+    "options": [
+      "A. Taichung 2nd Market",
+      "B. Fuchung 2nd Market",
+      "C. Jubao Market",
+      "D. Shilin Market"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/67_5.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 938,
+    "problem": "Between Time 15.0s and Time 20.0s, how does the camera's perspective shift relative to the laptop, given the lamp's position changes?",
+    "options": [
+      "A. Moves from above to a side view",
+      "B. Moves clockwise around the laptop",
+      "C. Zooms in on the keyboard",
+      "D. Moves counter-clockwise around the laptop"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/193_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 939,
+    "problem": "At 0.0s, a person in a striped shirt is standing near a red door with indistinct text. By 5.0s, how has their position or interaction changed relative to the street vendor stall labeled \"山茶油\" (Camellia Oil)?",
+    "options": [
+      "A. They are now behind the stall, inspecting shelves.",
+      "B. They are to the left of the stall, browsing a cart.",
+      "C. They are in front of the stall, taking a photo.",
+      "D. They are next to the \"140\" sign, holding a bag."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/130_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 940,
+    "problem": "Based on the traffic cones' positions and their described contexts between 60.0s and 95.0s, which spatial progression pattern do they follow?",
+    "options": [
+      "A. From a narrow corridor to clustered around a motorcycle",
+      "B. From a restricted construction zone to marking a pedestrian walkway",
+      "C. From a corridor to progressively lining sidewalks toward a crosswalk",
+      "D. From a dimly lit alley to encircling a building facade"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/80_24.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 941,
+    "problem": "At different points in the video, two distinct warning signs appear on lifebuoys. Based on their spatial relationships to landmarks, which sign is positioned closest to the bridge?",
+    "options": [
+      "A. \"潮汐变化 请勿游泳\" (Tide changes, please do not swim)",
+      "B. \"潮汐变化 请勿逗留\" (Tide changes, please do not linger)",
+      "C. Both signs are equally close to the bridge",
+      "D. Neither sign is near the bridge"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/287_21.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 942,
+    "problem": "",
+    "options": [
+      "A. boat with a blue canopy is observed navigating through different scenes. Based on its spatial progression and interactions with structures, which location does it ultimately reach after passing under multiple bridges?",
+      "A. A jewelry store with a glass display case",
+      "B. A stone bridge adorned with yellow lights",
+      "C. A bustling street lined with red lanterns",
+      "D. A dock marked by a sign reading \"码头\" (wharf)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/400_27.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 943,
+    "problem": "Based on the sequential close-ups of financial charts between 49.71s and 54.68s, how does the position of the white dot on the cyan graph line correlate with its numerical value over time?",
+    "options": [
+      "A. The dot moves diagonally downward as the value decreases from 565 to 164",
+      "B. The dot shifts upward-right while the value increases from 164 to 222 to 565",
+      "C. The dot oscillates horizontally with fluctuating values",
+      "D. The dot remains stationary while the value changes"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/202_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 944,
+    "problem": "At which time point do cows grazing in a fenced pasture first appear in the video, and which spatial detail confirms this is part of a new scene unrelated to the earlier sunset shots?",
+    "options": [
+      "A. 5.0s, with the cows visible near whitecaps on the ocean.",
+      "B. 35.0s, with the cows positioned in a left-frame pasture not captured in prior ocean-focused boxes.",
+      "C. 40.0s, with the cows blending into the horizon line of the sunset.",
+      "D. 15.0s, with the cows obscured by clouds in the cropped sky section."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/78_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 945,
+    "problem": "Based on changes observed in the video, which direction did the blue truck move relative to the wooden fence?",
+    "options": [
+      "A. From left to right of the fence",
+      "B. From right to left of the fence",
+      "C. Remained stationary behind the fence",
+      "D. Moved away from the fence into a shed"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/309_9.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 946,
+    "problem": "At 35.0s, colorful prayer flags are first observed hanging from trees near a path. Later, a green trash can appears on the forest floor. Based on its spatial relationship to the path over time, where is the trash can most likely located when it first appears compared to its later position?",
+    "options": [
+      "A. Initially on the left side of the path; later moves to the center",
+      "B. Initially in the center of the path; later moves to the left side",
+      "C. Initially absent from the path; later appears on the right side",
+      "D. Initially on the right side of the path; later moves to the center"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/2_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 947,
+    "problem": "",
+    "options": [
+      "A. man is seen riding a motorbike with a front-attached cart at the beginning of the video near a gate inscribed with \"Students Become Scholars.\" Based on spatial progression through key landmarks observed in subsequent frames, which structure does he most likely approach next?",
+      "A. This landmark appears earlier in the timeline compared to \"Chaozhou Restaurant\" (Time 100.0s) or the \"光華門\" archway (Time 180.0s).",
+      "B. A gate decorated with red lanterns and a green \"三镇節\" sign",
+      "C. A large archway with a \"光華門\" inscription and intricate carvings",
+      "D. A restaurant marked with a \"Chaozhou Restaurant\" sign and hanging lanterns"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/392_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 948,
+    "problem": "Based on the sailboat's positions and surrounding details across different timestamps, in which direction is the sailboat moving relative to the beachfront buildings with red roofs?",
+    "options": [
+      "A. Towards the shore (closer to the buildings)",
+      "B. Away from the shore (into open water)",
+      "C. Parallel to the shore, moving left",
+      "D. Parallel to the shore, moving right"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/498_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 949,
+    "problem": "In the video, when the small red toy car is first observed among the rocks, where is it positioned relative to the metal railing?",
+    "options": [
+      "A. To the left of the railing",
+      "D. In the background of the railing",
+      "B. To the right of the railing",
+      "C. In the foreground of the railing"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/166_11.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 950,
+    "problem": "Based on the movement and appearance of hot air balloons over time, which balloon's visible text most likely indicates the geographical location where the event is taking place?",
+    "options": [
+      "A. \"GOODYEAR\"",
+      "B. \"Göreme\"",
+      "C. \"arqiva\"",
+      "D. \"Istanbul\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/222_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 951,
+    "problem": "Based on the sequence of interactions between medical equipment and biological components, which element directly bridges the external blood collection process (e.g., test tube) to the internal circulatory system visualization?",
+    "options": [
+      "A. Red blood cells in vessels at 14.91s",
+      "B. DNA helix partially obscured by a blood cell at 149.15s",
+      "C. \"C-19 Blood Test\" label on a test tube at 174.01s",
+      "D. Digital blood pressure monitor at 218.75s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/70_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 952,
+    "problem": "Based on the spatial arrangement and temporal changes in traffic/pedestrian signals, what is the correct sequence of traffic light states observed at the same intersection?",
+    "options": [
+      "A. Red vehicle light → Yellow vehicle light → Green pedestrian signal → Red pedestrian signal",
+      "B. Green pedestrian signal → Red vehicle light → Yellow vehicle light → Green vehicle light",
+      "C. Red vehicle light + Green pedestrian signal → Green vehicle light → Yellow vehicle light → Red vehicle light",
+      "D. Green vehicle light → Yellow vehicle light → Red vehicle light + Green pedestrian signal → Red pedestrian signal"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/170_7.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 953,
+    "problem": "Based on the recurring spatial relationships between structures and crowd movement, which sequence do visitors most likely follow when approaching the shrine?",
+    "options": [
+      "A. Busy street → Torii gate-lined path → Food stalls",
+      "B. Food stalls → Busy street → Red-roofed shrine building",
+      "C. Busy street with banners → Food stalls → Torii gate-lined shrine entrance",
+      "D. Red-roofed shrine building → Torii gates → Food stalls"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/224_12.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 954,
+    "problem": "At 25.0s, a red lantern displays the text \"鱼行饭店\". Later, at 30.0s, two separate lanterns are observed. What best describes their connection to the original lantern?",
+    "options": [
+      "A. They are identical copies of the original lantern.",
+      "B. Each lantern contains one character from the original text.",
+      "C. They were relocated from a boat to the trees.",
+      "D. They represent unrelated decorative additions."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/400_31.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 955,
+    "problem": "",
+    "options": [
+      "A. person carrying a blue plastic bag is observed in multiple frames. Based on their positioning and interactions with structures, which sequence best describes their movement through the courtyard?",
+      "A. Stone benches → red pavilion → signboard with Chinese characters",
+      "B. Stone pedestal → modern building → trash bin with recycling symbols",
+      "C. Traditional archway → stone platform with stairs → metal fence with \"勿翻越\" sign",
+      "D. Red wooden structure → stone tables → bamboo-lined alley"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/81_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 956,
+    "problem": "Based on the evolving spatial arrangement of lanterns and structural elements, what is the most likely direction of movement through the environment?",
+    "options": [
+      "A. From a dense forest floor into an urban plaza",
+      "B. From a shrine entrance along a lantern-lined path into deeper forest",
+      "C. From a rocky hillside back to a wooden torii gate",
+      "D. From a gravel path to a concrete dock area"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/75_18.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 957,
+    "problem": "Throughout the video, which two prominent signs maintain a fixed left-right spatial relationship relative to each other, and what is their relative positioning?",
+    "options": [
+      "A. \"BOSIDENG\" (left) and \"HUAWEI\" (right)",
+      "B. \"BOSIDENG\" (left) and \"RADISSON COLLECTION\" (right)",
+      "C. \"RADISSON COLLECTION\" (left) and \"LEVI'S\" (right)",
+      "D. \"VIP\" (left) and \"DENG\" (right)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/418_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 958,
+    "problem": "",
+    "options": [
+      "A. pedestrian walks past a series of storefronts showing evolving signage. At 25.0s, they see a yellow electric scooter with a basket next to a black scooter. By 270.0s, they observe a row of parked scooters where one has Chinese characters \"绿源\" on its side. Which direction did the pedestrian most likely travel relative to the \"CHAGEE\" store first observed at 145.0s?",
+      "A. East to West",
+      "B. West to East",
+      "C. South to North",
+      "D. North to South"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/304_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 959,
+    "problem": "At which timestamp does the framed artwork first display the complete text combining both parts of the memorial message?",
+    "options": [
+      "D. 25.0s",
+      "A. 0.0s",
+      "B. 10.0s",
+      "C. 15.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/301_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 960,
+    "problem": "When approaching the main temple structure, which sequence of spatial elements is encountered based on their appearance in the video?",
+    "options": [
+      "A. Stone steps → Left-side komainu statue → Pathway lanterns on both sides",
+      "B. Rocky terrain → Metal railings → Golden roof decorations",
+      "C. Gravel path → Wooden posts → Stone wall with moss",
+      "D. Rope barrier → Stone lanterns → Ornate red pillars"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/279_9.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 961,
+    "problem": "At multiple points in the video, a man in a black jacket and blue jeans interacts with individuals wearing pink raincoats. Based on their movement patterns and carried items, where do these groups most likely cross paths?",
+    "options": [
+      "A. Near the \"煲仔饭\" sign at 5.0s",
+      "B. In front of the \"廣東腸粉\" banner at 10.0s",
+      "C. By the \"Inn\" building with a red sign at 80.0s",
+      "D. Under the lanterns near the \"望仙谷\" sign at 85.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/233_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 962,
+    "problem": "Based on the transition between scenes showing the secluded cabin and subsequent urban environments, which cardinal direction is the viewer most likely moving relative to the cabin's position?",
+    "options": [
+      "A. North",
+      "B. South",
+      "C. East",
+      "D. West"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/33_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 963,
+    "problem": "Based on the sequence of visible storefront signs in the video, which landmark would a bus pass immediately after the \"KFC\" sign?",
+    "options": [
+      "C. \"ZHOU LIU FENG\"",
+      "A. \"中国黄金\" (China Gold)",
+      "B. \"Duck Travel\"",
+      "D. \"Bakery Cafe\""
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/449_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 964,
+    "problem": "Based on the movement and positioning of the boat across the video frames, which sequence best describes its inferred path?",
+    "options": [
+      "A. Departs the dock, sails into the open sea, then returns to a different dock",
+      "B. Remains docked until the final frames, then moves toward a distant island",
+      "C. Leaves the dock, sails past scattered islands, and exits the frame",
+      "D. Moves erratically between the shoreline and a coral reef before stopping"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/267_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 965,
+    "problem": "At 0.0 seconds, a man is riding a red tricycle with a green canopy. By 5.0 seconds, what spatial change has occurred to this tricycle relative to nearby landmarks?",
+    "options": [
+      "A. It moved closer to the \"新金珠宝\" jewelry store and remained in motion.",
+      "B. It parked near a multi-story building with a red sign on the upper floor.",
+      "C. It turned left and stopped under a tree visible in the background.",
+      "D. It reversed direction and returned to its original starting position."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/364_12.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 966,
+    "problem": "At 125.0s, five red lanterns hang from the eaves of a temple, each with a yellow ribbon displaying a Chinese character. From left to right, what is the sequence of the characters on the lanterns?",
+    "options": [
+      "A. 福 (fortune), 吉 (auspicious), 喜 (joy), 寿 (longevity), 安 (peace)",
+      "B. 寿 (longevity), 喜 (joy), 福 (fortune), 安 (peace), 吉 (auspicious)",
+      "C. The question requires recognizing the precise high-res details of the characters and their order, which are only discernible in the provided descriptions.",
+      "D. 安 (peace), 吉 (auspicious), 寿 (longevity), 喜 (joy), 福 (fortune)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/467_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 967,
+    "problem": "At 50.0s, a delivery motorcycle with the license plate \"云·L GS012\" and a yellow \"美团外卖\" sign is visible. Later in the video, where is this motorcycle likely parked based on its reappearance?",
+    "options": [
+      "A. Near a red and white striped awning with Japanese characters (55.0s)",
+      "B. Beside a pink cart advertising \"Dali Specialty Snacks\" (95.0s)",
+      "C. Next to a green and white striped food stall awning (120.0s)",
+      "D. Under a blue umbrella labeled \"TUBORG\" (160.0s)"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/265_5.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 968,
+    "problem": "At 30 seconds, a building's sign reads \"Duck\" in white text on a blue background. At 35 seconds, the same sign now reads \"Duck Travel\" in green with white text. What does this change most likely indicate about the camera’s movement?",
+    "options": [
+      "A. The camera is moving away from the sign.",
+      "B. The camera is panning to the left, revealing more of the sign.",
+      "C. The camera is moving closer to the sign.",
+      "D. The camera remains stationary, but the sign’s lighting changes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/371_7.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 969,
+    "problem": "During which scene is the \"DuckTravel\" watermark visible in the top left corner, and what is the primary focus of that frame?",
+    "options": [
+      "A. A person in a white robe holding a red phone and white bag, with a stone lion statue in the background.",
+      "B. A man in glasses standing in front of a large red door with golden knobs.",
+      "C. A group of people around a directional signpost in a park.",
+      "D. A close-up of a traditional pavilion's eaves with colorful decorations."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/81_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 970,
+    "problem": "",
+    "options": [
+      "A. woman in a black dress carrying a red handbag is observed walking on a sidewalk at 10.0 seconds. By 95.0 seconds, she is seen standing near a yellow taxi on the street. What most likely enabled her to safely cross the road to reach the taxi?",
+      "A. A green pedestrian traffic light visible at 15.0 seconds",
+      "B. A blue directional sign at a bus stop near the taxi",
+      "C. The taxi pulling over to the sidewalk where she was standing",
+      "D. A red traffic light for vehicles turning green at 5.0 seconds"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/370_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 971,
+    "problem": "Based on the sequence of interactions and spatial arrangements, which activity is most likely being performed by the person in the red jacket?",
+    "options": [
+      "A. Delivering packages and collecting payment",
+      "B. Returning unused items to a store",
+      "C. Transporting personal belongings during a move",
+      "D. Conducting a survey about outdoor apparel"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/230_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 972,
+    "problem": "Between 0s and 15s, how did the spatial relationship between the white sign and the stone wall change?",
+    "options": [
+      "A. The sign shifted from the ground to a position attached to the wall.",
+      "B. The sign was relocated from the right to the left of the lanterns.",
+      "C. The sign’s text became legible after being repositioned.",
+      "D. The sign was replaced by a trash can near the wall."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/75_30.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 973,
+    "problem": "",
+    "options": [
+      "A. visitor starts their journey near the moss-covered rocks and follows the path through the area. Based on the sequence of landmarks observed, which route did they most likely take?",
+      "A. Stone lantern → Blue banner → Red traffic cone near temple → Torii gate",
+      "B. Waterfall → Blue banner → Stone lantern → Torii gate",
+      "C. Blue banner → Waterfall → Red traffic cone → Stone lantern",
+      "D. Torii gate → Blue banner → Stone lantern → Waterfall"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/279_10.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 974,
+    "problem": "At Time 0.0s, a stall with a blue and yellow striped canopy is visible on the left side of the frame. By Time 9.98s, a stall with the same canopy design appears further to the right. What explains this spatial shift in the MOYU stall’s apparent position?",
+    "options": [
+      "A. The stall owner manually relocated the stall to a new spot.",
+      "B. The camera panned left, making the stall appear to shift rightward in the frame.",
+      "C. The stall’s canopy was replaced with a larger one, altering its coordinates.",
+      "D. Option A is unlikely since stalls in night markets are typically fixed, and no textual evidence supports physical relocation."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/263_8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 975,
+    "problem": "Based on the movement patterns and changing landmarks observed in the video, which path did a person in a black coat with a red scarf most likely take between Time 49.88s and Time 204.52s?",
+    "options": [
+      "A. Jade sign → Green tent with sledges → Yellow excavator → \"ZERO\" brick wall → \"North Pole Water Restaurant\"",
+      "B. DuckTravel building → Snowy bridge → Red dragon lampposts → Frozen lake → Green trash bin",
+      "C. Shoveled snow area → \"DuckTravel\" sign → Yellow snowplow → Stone benches → Red sledges",
+      "D. Snowy street lamp → Wooden fence with warning signs → Metal tower → Blue-roofed boat → Mountain trail"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/309_8.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 976,
+    "problem": "After exploring the bamboo forest, the group of tourists most likely proceeds to which of the following locations based on environmental and directional cues?",
+    "options": [
+      "A. A secluded mountain trail",
+      "B. A lakeside picnic area",
+      "C. A busy urban market street",
+      "D. A traditional temple complex"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/224_18.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 977,
+    "problem": "Between which consecutive time intervals does a golf cart transition from being parked on the left side of the street to the right side, as observed in the video?",
+    "options": [
+      "A. 60.0s–90.0s",
+      "B. 25.0s–55.0s",
+      "C. 85.0s–115.0s",
+      "D. 0.0s–35.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/383_6.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 978,
+    "problem": "After the scene changes, leaves are observed floating in the puddle. Based on the spatial arrangement of elements in the frames, which direction did the wind most likely blow to carry the leaves into the puddle?",
+    "options": [
+      "A. Left to Right",
+      "B. Right to Left",
+      "C. Upwards",
+      "D. Downwards"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/84_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 979,
+    "problem": "At 10.0 seconds, a person is holding a camera near a large rock formation. By 130.0 seconds, which individual has moved to a new location to take a selfie, based on their clothing and equipment?",
+    "options": [
+      "A. Yellow bucket hat and black backpack",
+      "B. Pink hoodie and black pants",
+      "C. Red jacket and red hat",
+      "D. Orange jacket and black cap"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/242_7.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 980,
+    "problem": "",
+    "options": [
+      "A. passenger enters a subway station and follows the \"C Civic Blvd\" direction via an upward escalator at 95.0s. Based on subsequent spatial cues and signage, which location do they most likely reach next?",
+      "A. Taipei Main Station",
+      "B. Zhongshan Metro Mall",
+      "C. Tamsui-Xinyi Line Platform",
+      "D. DuckTravel Counter"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/218_6.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 981,
+    "problem": "",
+    "options": [
+      "A. surveillance camera is first observed at 5.0s mounted near a signboard. Based on spatial relationships and recurring elements, which vehicle is most likely consistently monitored by this camera across multiple frames?",
+      "A. White Nissan pickup truck (license D9255) parked on the right side at 45.0s",
+      "B. Van parked on the right side of the street with a bicycle nearby at 5.0s",
+      "C. Red car with a white/blue scooter parked next to it at 40.0s",
+      "D. Blue sedan with a green license plate moving on the street at 225.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/227_4.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 982,
+    "problem": "Based on the movement patterns and spatial details, which landmark served as the final destination for the crowd initially seen moving toward the traditional shrine structure?",
+    "options": [
+      "A. A modern stadium with green railings and metallic roof",
+      "B. The \"Marui\" advertising building from the city intersection",
+      "C. The shrine with a white banner featuring a black floral design",
+      "D. The subway station with red/white striped platform edges"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/466_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 983,
+    "problem": "What is the primary activity of the individual wearing the orange vest with reflective stripes throughout the video?",
+    "options": [
+      "A. Delivering packages",
+      "B. Directing traffic",
+      "C. Clearing snow and maintaining the area",
+      "D. Selling souvenirs"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/500_6.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 984,
+    "problem": "At 50.0s, white balloons with yellow smiley faces are clustered in the foreground. How does the presence and ownership of these balloons evolve by 150.0s?",
+    "options": [
+      "A. The balloons remain clustered but shift to the background near a \"DuckTravel\" sign.",
+      "B. The balloons are replaced by colorful ones, carried by a child in a pink vest.",
+      "C. The balloons are scattered, with some held by the man in the yellow vest.",
+      "D. The balloons are deflated and left near a fruit stand."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/243_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 985,
+    "problem": "At different times, the keyboard's left-side navigation keys change labels and colors. When the monitor displays a car in motion with \"Python\" text visible, which keys are most likely active and what function do they serve?",
+    "options": [
+      "A. \"PgUp\" (blue) and \"PgDn\" (green) for adjusting camera angles in a racing game",
+      "B. \"PyUp\" (red) and \"PyDn\" (green) for scrolling through code or parameters in a Python environment",
+      "C. \"Home\" (red) and \"End\" (blue) for resetting in-game vehicle positions",
+      "D. \"F\" (pink) and \"D\" (blue) for steering the car left or right"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/90_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 986,
+    "problem": "",
+    "options": [
+      "A. person begins on a dock with a Ferris wheel and a red and blue building in the background. They are later observed on a grassy area where the Ferris wheel is visible in the distance, but the red and blue building is no longer present. Which path did they most likely take?",
+      "A. Walked eastward along the waterfront, passing the fish farm and boardwalk.",
+      "B. Crossed the bridge to the opposite shore and walked westward.",
+      "C. Moved counter-clockwise around the waterfront, passing the boardwalk and bridge.",
+      "D. Took a direct route southward, bypassing the boardwalk."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/371_2.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 987,
+    "problem": "Which element is consistently present in both the snowy scene featuring a bear and multiple subsequent forest scenes with streams?",
+    "options": [
+      "A. A wooden fence with horizontal planks",
+      "B. A small white shed",
+      "C. A stone wall covered in moss",
+      "D. A concrete dam structure"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/168_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 988,
+    "problem": "",
+    "options": [
+      "A. person wearing a yellow cap and green scarf is observed moving through the store. Based on spatial and temporal clues, which sequence of sections did they most likely pass through?",
+      "A. Scarves → Hats → Jackets → Exit signage",
+      "B. Hats → Fabrics → CCTV area → Belts",
+      "C. Bags → Socks → Sunglasses → Christmas decor",
+      "D. Gloves → Ties → Fabrics → Inflatable displays"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/52_5.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 989,
+    "problem": "Based on the video, what is the correct chronological sequence of key actions taken to prepare a wrapped gift?",
+    "options": [
+      "A. Cutting wrapping paper → Taping edges → Tying a ribbon",
+      "B. Holding a gift bag → Cutting wrapping paper → Taping edges",
+      "C. Tying a ribbon → Cutting wrapping paper → Placing a candle nearby",
+      "D. Taping edges → Holding scissors → Adding ornaments to a tree"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/490_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 990,
+    "problem": "Based on the progression of visible signage in the video, what is the most likely sequence of locations depicted?",
+    "options": [
+      "A. Xiamen Noodles restaurant → Gulangyu Island ferry terminal → Zheng Chenggong Memorial",
+      "B. Gulangyu Island ferry terminal → Xiamen Noodles restaurant → Surveillance camera system",
+      "C. Surveillance camera system → Street vendor stall → Zheng Chenggong Memorial",
+      "D. Stone wall alleyways → \"Jay Chou\" graffiti → Gulangyu Island ferry terminal"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/287_15.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 991,
+    "problem": "At 139.67 seconds, the food stall selling \"冰糖葫芦\" (sugar-coated haws) is positioned near which landmark mentioned in earlier frames?",
+    "options": [
+      "A. A multi-story boat docked on a frozen river",
+      "B. A building with a green roof and a sign reading \"M\"",
+      "C. A statue of a human figure on a pedestal",
+      "D. A Ferris wheel in a recreational area"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/325_14.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 992,
+    "problem": "Based on the progression of the video, which part of the trail features a metal railing instead of a wooden one?",
+    "options": [
+      "A. Near a stone pavilion with a traditional roof",
+      "B. - Other wooden railings (e.g., near staircases at 75.0s or bridges at 100.0s) are associated with stone steps or structures, not metal. The metal railing’s location is uniquely tied to cliffs with pine trees, as seen in the later timestamp.",
+      "C. Adjacent to a wooden bridge over a stream",
+      "D. Beside a stone staircase with worn steps"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>B</answer>",
+    "path": "./Evaluation/LongVideoReason/242_3.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 993,
+    "problem": "At which timestamp does the individual's activity transition from yoga to surfing, based on the objects present in the scene?",
+    "options": [
+      "A. 80.0s",
+      "B. 90.0s",
+      "C. 105.0s",
+      "D. 95.0s"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>D</answer>",
+    "path": "./Evaluation/LongVideoReason/26_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 994,
+    "problem": "Based on the progression of locations shown through architectural elements and signage, which sequence best represents the path taken by the group in the video?",
+    "options": [
+      "A. Map overview → Stone lion statues → \"清水寺\" sign → Red torii gate",
+      "B. Map overview → \"清水寺\" sign → Red torii gate → Stone lion statues",
+      "C. Map overview → \"清水寺\" sign → Stone lion statues → Red torii gate",
+      "D. Map overview → Red torii gate → \"清水寺\" sign → Stone lion statues"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/71_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 995,
+    "problem": "At 50.0s, a pink gift box contains a red heart-shaped object and a silver ring. What is the ring's position relative to the \"read me\" envelope when observed at 55.0s?",
+    "options": [
+      "A. The ring is inside the envelope.",
+      "B. The ring is under the envelope.",
+      "C. The ring is placed on top of the envelope.",
+      "D. The ring is removed from the box."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/291_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 996,
+    "problem": "",
+    "options": [
+      "A. photographer is seen holding a camera at different timestamps. Based on spatial clues and movements observed, which sequence did the photographer most likely follow?",
+      "A. Stone staircase → Wooden bridge with twisted railing → Narrow alley near \"Antiques\" shop",
+      "B. Traditional building balcony → Stone ledge near waterfalls → Tea House (\"茶馆\") entrance",
+      "C. Stone bench with flower pot → Cluttered area with red bottle → Shop with bridal gowns",
+      "D. Metal-railed bridge → Stone staircase with yellow-lid bin → Building with red lanterns"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/393_1.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 997,
+    "problem": "Based on the sequence of map sections and subsequent street signs, which location does the video progression most likely conclude in?",
+    "options": [
+      "A. Hachimangu Shrine",
+      "B. Enoshima Island",
+      "C. Komachi Street in Kamakura",
+      "D. A residential area near Takami Bay"
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/253_0.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 998,
+    "problem": "At 115.0s, when the traffic light for vehicles is red, what is the tram doing, and what does this imply about the tram system?",
+    "options": [
+      "A. The tram stops; trams follow the same traffic signals as vehicles.",
+      "B. The tram slows down; trams yield to pedestrians at red lights.",
+      "C. The tram continues moving; trams operate independently of vehicle traffic lights.",
+      "D. The tram reverses direction; trams use red lights to change routes."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>C</answer>",
+    "path": "./Evaluation/LongVideoReason/101_5.mp4",
+    "subtitle": ""
+  },
+  {
+    "problem_id": 999,
+    "problem": "",
+    "options": [
+      "A. person in a pink outfit interacts with multiple landmarks over time. Based on their movement and the spatial layout, which path did they most likely follow?",
+      "A. Started near \"DUCK TRAVEL,\" walked past a wooden table setup, then paused near a red barrier pole.",
+      "B. Began at the wooden gazebo, moved to lounge chairs under palm trees, then approached a white bus.",
+      "C. Departed from the beachside hammock, passed the mushroom-shaped logo shop, then reached the pool area.",
+      "D. Originated near the coconut pile, walked along the boardwalk, then stopped at the red and white fence."
+    ],
+    "data_type": "video",
+    "problem_type": "multiple choice",
+    "original_question_type": "",
+    "solution": "<answer>A</answer>",
+    "path": "./Evaluation/LongVideoReason/515_0.mp4",
+    "subtitle": ""
+  }
+]
\ No newline at end of file