{ "source_id": "drive-17-ohzoqccxan0bmmuq63s-0ad578e140", "source_name": "107_recording.mp4", "display_name": "107_recording.mp4", "canonical_video_id": "17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE", "source_video_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/downloads/107_recording.mp4", "video_duration_seconds": 1665.09, "origin": { "type": "drive", "drive_url": "https://drive.google.com/file/d/17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE/view?usp=drive_link", "drive_file_id": "17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE", "label": "https://drive.google.com/file/d/17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE/view?usp=drive_link" }, "created_at": "2026-04-03T16:34:36+00:00", "updated_at": "2026-04-04T16:07:21+00:00", "annotations": [ { "annotation_id": "8333f234b7be", "annotator_id": "6", "video_tags": [], "anchor_timestamp_seconds": 120.569216, "question": "Why did the person wash both the knife and the cutting board before cutting the next ingredient?", "rationale": null, "answer": "Because residue from the previous ingredient was still on the tools, which could interfere with cutting the next ingredient.", "distractors": [ "Because the person wanted to make the surface wet to reduce friction when cutting", "Because the next ingredient requires a clean and dry surface to avoid slipping", "Because the person is preparing the tools for storage after use", "Because water helps soften the cutting board for easier cutting" ], "clip_start_seconds": 0.0, "clip_end_seconds": 180.1, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/001_why-did-the-person-wash-both-the-knife-a_8333f2.mp4", "created_at": "2026-04-03T16:45:32+00:00", "evals": [ { "eval_id": "0014500a4ebe", "evaluated_at": "2026-04-03T16:46:52+00:00", "question": "Why did the person wash both the knife and the cutting board before cutting the next ingredient?", "answer": "Because residue from the previous ingredient was still on the tools, which could interfere with cutting the next ingredient.", "distractors": [ "Because the person wanted to make the surface wet to reduce friction when cutting", "Because the next ingredient requires a clean and dry surface to avoid slipping", "Because the person is preparing the tools for storage after use", "Because water helps soften the cutting board for easier cutting" ], "num_choices": 5, "options": [ { "letter": "A", "text": "Because the person wanted to make the surface wet to reduce friction when cutting", "is_correct": false }, { "letter": "B", "text": "Because the next ingredient requires a clean and dry surface to avoid slipping", "is_correct": false }, { "letter": "C", "text": "Because the person is preparing the tools for storage after use", "is_correct": false }, { "letter": "D", "text": "Because residue from the previous ingredient was still on the tools, which could interfere with cutting the next ingredient.", "is_correct": true }, { "letter": "E", "text": "Because water helps soften the cutting board for easier cutting", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "D", "is_correct": false, "raw_response": "Answer: D", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "D", "correct_letter": "D", "is_correct": true, "raw_response": "D", "error": null } ] } ] }, { "annotation_id": "a3da0d4ad235", "annotator_id": "6", "video_tags": [], "anchor_timestamp_seconds": 312.0, "question": "Why did the person fill the pot with water?", "rationale": null, "answer": "Because preparing the water in advance allows the next cooking step to begin immediately after cutting, reducing delay later.", "distractors": [ "Because the ingredients needed to be soaked in water before cutting", "Because the pot needed to be rinsed before being used", "Because the person planned to wash utensils using that water", "Because the cutting task was already finished", "Because the person wanted to check the amount of water needed before starting to cook", "Because the person planned to let the water sit so that impurities could settle before use", "Because the person intended to use the water to cool something down after cutting", "Because the person was preparing the pot in case the next step required immediate washing of ingredients" ], "clip_start_seconds": 180.5, "clip_end_seconds": 361.1, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/002_why-did-the-person-fill-the-pot-with-wat_a3da0d.mp4", "created_at": "2026-04-03T16:54:19+00:00", "evals": [ { "eval_id": "ec3eb4dc849d", "evaluated_at": "2026-04-03T16:55:25+00:00", "question": "Why did the person fill the pot with water?", "answer": "Because preparing the water in advance allows the next cooking step to begin immediately after cutting, reducing delay later.", "distractors": [ "Because the ingredients needed to be soaked in water before cutting", "Because the pot needed to be rinsed before being used", "Because the person planned to wash utensils using that water", "Because the cutting task was already finished", "Because the person wanted to check the amount of water needed before starting to cook", "Because the person planned to let the water sit so that impurities could settle before use", "Because the person intended to use the water to cool something down after cutting", "Because the person was preparing the pot in case the next step required immediate washing of ingredients" ], "num_choices": 9, "options": [ { "letter": "A", "text": "Because the person wanted to check the amount of water needed before starting to cook", "is_correct": false }, { "letter": "B", "text": "Because the person was preparing the pot in case the next step required immediate washing of ingredients", "is_correct": false }, { "letter": "C", "text": "Because the pot needed to be rinsed before being used", "is_correct": false }, { "letter": "D", "text": "Because the person planned to wash utensils using that water", "is_correct": false }, { "letter": "E", "text": "Because the cutting task was already finished", "is_correct": false }, { "letter": "F", "text": "Because preparing the water in advance allows the next cooking step to begin immediately after cutting, reducing delay later.", "is_correct": true }, { "letter": "G", "text": "Because the person intended to use the water to cool something down after cutting", "is_correct": false }, { "letter": "H", "text": "Because the person planned to let the water sit so that impurities could settle before use", "is_correct": false }, { "letter": "I", "text": "Because the ingredients needed to be soaked in water before cutting", "is_correct": false } ], "accuracy": 1.0, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "F", "correct_letter": "F", "is_correct": true, "raw_response": "F", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "F", "correct_letter": "F", "is_correct": true, "raw_response": "F", "error": null } ] } ] }, { "annotation_id": "a9ae3bd81b2f", "annotator_id": "6", "video_tags": [], "anchor_timestamp_seconds": 383.492746, "question": "Why did the person cut off the end of the garlic clove with a knife before peeling it?", "rationale": null, "answer": "Because cutting the end loosens the peel, making it easier to remove the skin.", "distractors": [ "Because the end of the garlic is not edible and is typically removed before cooking", "Because cutting the end exposes the inside, helping the person inspect the garlic before using it", "Because removing the end allows the garlic to absorb seasoning better later", "Because the person plans to slice the garlic next, and trimming the end stabilizes it", "Because cutting the end prevents small fragments from breaking off unpredictably while peeling", "Because the person wants to remove any dirt or dry part attached to the outer layer", "Because trimming the end creates a flat surface, making the garlic easier to hold", "Because the garlic might have been partially damaged, and the person is removing that part", "Because cutting first helps separate the layers of the garlic more cleanly", "Because the person is preparing the garlic in a standard step before any further processing" ], "clip_start_seconds": 363.0, "clip_end_seconds": 547.3, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/003_why-did-the-person-cut-off-the-end-of-th_a9ae3b.mp4", "created_at": "2026-04-03T17:01:58+00:00", "evals": [ { "eval_id": "045076e17dc4", "evaluated_at": "2026-04-03T17:02:56+00:00", "question": "Why did the person cut off the end of the garlic clove with a knife before peeling it?", "answer": "Because cutting the end loosens the peel, making it easier to remove the skin.", "distractors": [ "Because the end of the garlic is not edible and is typically removed before cooking", "Because cutting the end exposes the inside, helping the person inspect the garlic before using it", "Because removing the end allows the garlic to absorb seasoning better later", "Because the person plans to slice the garlic next, and trimming the end stabilizes it", "Because cutting the end prevents small fragments from breaking off unpredictably while peeling", "Because the person wants to remove any dirt or dry part attached to the outer layer", "Because trimming the end creates a flat surface, making the garlic easier to hold", "Because the garlic might have been partially damaged, and the person is removing that part", "Because cutting first helps separate the layers of the garlic more cleanly", "Because the person is preparing the garlic in a standard step before any further processing" ], "num_choices": 11, "options": [ { "letter": "A", "text": "Because removing the end allows the garlic to absorb seasoning better later", "is_correct": false }, { "letter": "B", "text": "Because the person plans to slice the garlic next, and trimming the end stabilizes it", "is_correct": false }, { "letter": "C", "text": "Because the person is preparing the garlic in a standard step before any further processing", "is_correct": false }, { "letter": "D", "text": "Because the end of the garlic is not edible and is typically removed before cooking", "is_correct": false }, { "letter": "E", "text": "Because cutting first helps separate the layers of the garlic more cleanly", "is_correct": false }, { "letter": "F", "text": "Because cutting the end exposes the inside, helping the person inspect the garlic before using it", "is_correct": false }, { "letter": "G", "text": "Because the person wants to remove any dirt or dry part attached to the outer layer", "is_correct": false }, { "letter": "H", "text": "Because the garlic might have been partially damaged, and the person is removing that part", "is_correct": false }, { "letter": "I", "text": "Because cutting the end loosens the peel, making it easier to remove the skin.", "is_correct": true }, { "letter": "J", "text": "Because trimming the end creates a flat surface, making the garlic easier to hold", "is_correct": false }, { "letter": "K", "text": "Because cutting the end prevents small fragments from breaking off unpredictably while peeling", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "I", "is_correct": false, "raw_response": "Answer: I", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "I", "correct_letter": "I", "is_correct": true, "raw_response": "I", "error": null } ] } ] }, { "annotation_id": "246783dfaf51", "annotator_id": "6", "video_tags": [], "anchor_timestamp_seconds": 842.606522, "question": "Why is a gripping tool more suitable than a flat utensil for handling the food in this pan?", "rationale": null, "answer": "Because a gripping tool can securely hold and control the food, preventing it from slipping while turning or moving it.", "distractors": [ "Because a gripping tool minimizes the need to reposition the food repeatedly", "Because a flat utensil allows smoother sliding under the food surface", "Because a flat utensil is better for maintaining the shape of delicate food", "Because a gripping tool allows the food to be lifted higher away from the heat", "Because a flat utensil prevents oil from splashing during cooking", "Because a flat utensil distributes pressure more evenly across the food" ], "clip_start_seconds": 706.8, "clip_end_seconds": 887.3, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/004_why-is-a-gripping-tool-more-suitable-tha_246783.mp4", "created_at": "2026-04-03T17:18:58+00:00", "evals": [ { "eval_id": "cc6743591b01", "evaluated_at": "2026-04-03T17:20:00+00:00", "question": "Why is a gripping tool more suitable than a flat utensil for handling the food in this pan?", "answer": "Because a gripping tool can securely hold and control the food, preventing it from slipping while turning or moving it.", "distractors": [ "Because a gripping tool minimizes the need to reposition the food repeatedly", "Because a flat utensil allows smoother sliding under the food surface", "Because a flat utensil is better for maintaining the shape of delicate food", "Because a gripping tool allows the food to be lifted higher away from the heat", "Because a flat utensil prevents oil from splashing during cooking", "Because a flat utensil distributes pressure more evenly across the food" ], "num_choices": 7, "options": [ { "letter": "A", "text": "Because a flat utensil allows smoother sliding under the food surface", "is_correct": false }, { "letter": "B", "text": "Because a gripping tool minimizes the need to reposition the food repeatedly", "is_correct": false }, { "letter": "C", "text": "Because a flat utensil is better for maintaining the shape of delicate food", "is_correct": false }, { "letter": "D", "text": "Because a gripping tool allows the food to be lifted higher away from the heat", "is_correct": false }, { "letter": "E", "text": "Because a flat utensil prevents oil from splashing during cooking", "is_correct": false }, { "letter": "F", "text": "Because a gripping tool can securely hold and control the food, preventing it from slipping while turning or moving it.", "is_correct": true }, { "letter": "G", "text": "Because a flat utensil distributes pressure more evenly across the food", "is_correct": false } ], "accuracy": 1.0, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "F", "correct_letter": "F", "is_correct": true, "raw_response": "F", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "F", "correct_letter": "F", "is_correct": true, "raw_response": "F", "error": null } ] } ] }, { "annotation_id": "b530d32ccfd6", "annotator_id": "6", "anchor_timestamp_seconds": 956.235481, "question": "Why would using a utensil like tongs or a spatula likely lead to an incorrect outcome in this moment?", "rationale": null, "answer": "the person needed to selectively add only specific pieces (such as chili) from a mixed bowl", "distractors": [ "Because a utensil would not be able to handle small or irregularly shaped ingredients effectively", "Because using a utensil would slow down the cooking process at this stage", "Because a utensil might cause uneven distribution of ingredients in the pan", "Because the ingredients needed to be added quickly before overcooking occurred", "Because utensils are less effective when transferring ingredients from small containers", "Because the person intended to mix all ingredients immediately after adding them", "Because using a utensil could damage the texture of the ingredients", "Because the utensil might not fit properly into the bowl", "Because the person needed to adjust the heat immediately after adding the ingredients", "Because utensils are mainly used for stirring rather than transferring ingredients" ], "clip_start_seconds": 829.7, "clip_end_seconds": 1012.1, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/005_why-did-the-person-use-their-hand-instea_b530d3.mp4", "created_at": "2026-04-03T17:28:19+00:00", "updated_at": "2026-04-03T17:33:31+00:00", "evals": [ { "eval_id": "53d14adaa531", "evaluated_at": "2026-04-03T17:29:18+00:00", "question": "Why did the person use their hand instead of a utensil like tongs or a spatula in this moment?", "answer": "Because they wanted to pick out only specific ingredients and add them separately.", "distractors": [ "Because the amount of food being added was too small to require a tool", "Because using a utensil might accidentally pick up other ingredients together", "Because the person wanted to add the ingredients more gently without dropping them", "Because the utensil was not within immediate reach", "Because the person needed to feel the texture of the ingredients before adding them", "Because using a utensil would slow down the process for small adjustments", "Because the ingredients needed to be separated manually before cooking", "Because the utensil might damage the shape of the ingredients", "Because the person wanted to control the exact timing of adding each piece", "Because the ingredients were already arranged in a way that made hand-picking easier" ], "num_choices": 11, "options": [ { "letter": "A", "text": "Because the utensil might damage the shape of the ingredients", "is_correct": false }, { "letter": "B", "text": "Because using a utensil would slow down the process for small adjustments", "is_correct": false }, { "letter": "C", "text": "Because the ingredients needed to be separated manually before cooking", "is_correct": false }, { "letter": "D", "text": "Because the amount of food being added was too small to require a tool", "is_correct": false }, { "letter": "E", "text": "Because they wanted to pick out only specific ingredients and add them separately.", "is_correct": true }, { "letter": "F", "text": "Because the utensil was not within immediate reach", "is_correct": false }, { "letter": "G", "text": "Because the person wanted to add the ingredients more gently without dropping them", "is_correct": false }, { "letter": "H", "text": "Because the person wanted to control the exact timing of adding each piece", "is_correct": false }, { "letter": "I", "text": "Because the person needed to feel the texture of the ingredients before adding them", "is_correct": false }, { "letter": "J", "text": "Because using a utensil might accidentally pick up other ingredients together", "is_correct": false }, { "letter": "K", "text": "Because the ingredients were already arranged in a way that made hand-picking easier", "is_correct": false } ], "accuracy": 1.0, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "E", "correct_letter": "E", "is_correct": true, "raw_response": "Result -> E", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "E", "correct_letter": "E", "is_correct": true, "raw_response": "E", "error": null } ] }, { "eval_id": "d1ea22a7bdf0", "evaluated_at": "2026-04-03T17:34:25+00:00", "question": "Why would using a utensil like tongs or a spatula likely lead to an incorrect outcome in this moment?", "answer": "the person needed to selectively add only specific pieces (such as chili) from a mixed bowl", "distractors": [ "Because a utensil would not be able to handle small or irregularly shaped ingredients effectively", "Because using a utensil would slow down the cooking process at this stage", "Because a utensil might cause uneven distribution of ingredients in the pan", "Because the ingredients needed to be added quickly before overcooking occurred", "Because utensils are less effective when transferring ingredients from small containers", "Because the person intended to mix all ingredients immediately after adding them", "Because using a utensil could damage the texture of the ingredients", "Because the utensil might not fit properly into the bowl", "Because the person needed to adjust the heat immediately after adding the ingredients", "Because utensils are mainly used for stirring rather than transferring ingredients" ], "num_choices": 11, "options": [ { "letter": "A", "text": "Because a utensil would not be able to handle small or irregularly shaped ingredients effectively", "is_correct": false }, { "letter": "B", "text": "Because the utensil might not fit properly into the bowl", "is_correct": false }, { "letter": "C", "text": "Because a utensil might cause uneven distribution of ingredients in the pan", "is_correct": false }, { "letter": "D", "text": "the person needed to selectively add only specific pieces (such as chili) from a mixed bowl", "is_correct": true }, { "letter": "E", "text": "Because the person intended to mix all ingredients immediately after adding them", "is_correct": false }, { "letter": "F", "text": "Because the ingredients needed to be added quickly before overcooking occurred", "is_correct": false }, { "letter": "G", "text": "Because using a utensil could damage the texture of the ingredients", "is_correct": false }, { "letter": "H", "text": "Because the person needed to adjust the heat immediately after adding the ingredients", "is_correct": false }, { "letter": "I", "text": "Because using a utensil would slow down the cooking process at this stage", "is_correct": false }, { "letter": "J", "text": "Because utensils are less effective when transferring ingredients from small containers", "is_correct": false }, { "letter": "K", "text": "Because utensils are mainly used for stirring rather than transferring ingredients", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "D", "is_correct": false, "raw_response": "The correct answer is **D**.", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "D", "correct_letter": "D", "is_correct": true, "raw_response": "D", "error": null } ] } ] }, { "annotation_id": "4ab39500b552", "annotator_id": "6", "video_tags": [], "anchor_timestamp_seconds": 1023.0404, "question": "What feature of the spatula makes it more suitable than tongs in this situation?", "rationale": null, "answer": "Its wide, flat surface allows flipping multiple ingredients at once efficiently.", "distractors": [ "Its rigid structure allows applying more vertical force to crush ingredients", "Its thin edge minimizes contact with oil, reducing heat transfer", "Its design enables more precise handling of individual pieces", "Its length provides better distance from heat for safety during cooking", "Its flat shape prevents ingredients from sticking to the pan surface", "Its material allows better absorption of excess oil during cooking", "Its structure helps separate ingredients into smaller portions more easily", "Its flexibility helps conform to curved surfaces for better control", "Its broad contact area improves heat conduction to the ingredients" ], "clip_start_seconds": 952.7, "clip_end_seconds": 1135.4, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/006_what-feature-of-the-spatula-makes-it-mor_4ab395.mp4", "created_at": "2026-04-04T14:27:21+00:00", "evals": [ { "eval_id": "7e054a243922", "evaluated_at": "2026-04-04T14:28:32+00:00", "question": "What feature of the spatula makes it more suitable than tongs in this situation?", "answer": "Its wide, flat surface allows flipping multiple ingredients at once efficiently.", "distractors": [ "Its rigid structure allows applying more vertical force to crush ingredients", "Its thin edge minimizes contact with oil, reducing heat transfer", "Its design enables more precise handling of individual pieces", "Its length provides better distance from heat for safety during cooking", "Its flat shape prevents ingredients from sticking to the pan surface", "Its material allows better absorption of excess oil during cooking", "Its structure helps separate ingredients into smaller portions more easily", "Its flexibility helps conform to curved surfaces for better control", "Its broad contact area improves heat conduction to the ingredients" ], "num_choices": 10, "options": [ { "letter": "A", "text": "Its length provides better distance from heat for safety during cooking", "is_correct": false }, { "letter": "B", "text": "Its flat shape prevents ingredients from sticking to the pan surface", "is_correct": false }, { "letter": "C", "text": "Its structure helps separate ingredients into smaller portions more easily", "is_correct": false }, { "letter": "D", "text": "Its broad contact area improves heat conduction to the ingredients", "is_correct": false }, { "letter": "E", "text": "Its rigid structure allows applying more vertical force to crush ingredients", "is_correct": false }, { "letter": "F", "text": "Its wide, flat surface allows flipping multiple ingredients at once efficiently.", "is_correct": true }, { "letter": "G", "text": "Its thin edge minimizes contact with oil, reducing heat transfer", "is_correct": false }, { "letter": "H", "text": "Its design enables more precise handling of individual pieces", "is_correct": false }, { "letter": "I", "text": "Its flexibility helps conform to curved surfaces for better control", "is_correct": false }, { "letter": "J", "text": "Its material allows better absorption of excess oil during cooking", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "C", "correct_letter": "F", "is_correct": false, "raw_response": "The correct option is **F**.", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "F", "correct_letter": "F", "is_correct": true, "raw_response": "F", "error": null } ] } ] }, { "annotation_id": "6825007965a8", "annotator_id": "6", "anchor_timestamp_seconds": 1116.6, "question": "why the person rotate the pen?", "rationale": null, "answer": "To prevent the pan’s handle from obstructing the transfer of noodles from the pot", "distractors": [ "To evenly distribute heat across the pan before adding the noodles", "To align the pan with the stove’s heat source for better cooking efficiency", "To prevent the food already in the pan from sticking to one side", "To gain a better grip and stabilize the pan before stirring", "To make space for additional ingredients to be added later", "To reposition the pan closer to the center of the cooking area", "To improve visibility of the food inside the pan while cooking", "To avoid accidental contact with nearby utensils on the counter", "To adjust the angle of the pan for easier stirring after adding" ], "clip_start_seconds": 1077.4, "clip_end_seconds": 1265.6, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/007_why-the-person-rotate-the-pen_682500.mp4", "created_at": "2026-04-04T14:35:17+00:00", "updated_at": "2026-04-04T14:46:06+00:00", "evals": [ { "eval_id": "44db36ce5482", "evaluated_at": "2026-04-04T14:46:59+00:00", "question": "why the person rotate the pen?", "answer": "To prevent the pan’s handle from obstructing the transfer of noodles from the pot", "distractors": [ "To evenly distribute heat across the pan before adding the noodles", "To align the pan with the stove’s heat source for better cooking efficiency", "To prevent the food already in the pan from sticking to one side", "To gain a better grip and stabilize the pan before stirring", "To make space for additional ingredients to be added later", "To reposition the pan closer to the center of the cooking area", "To improve visibility of the food inside the pan while cooking", "To avoid accidental contact with nearby utensils on the counter", "To adjust the angle of the pan for easier stirring after adding" ], "num_choices": 10, "options": [ { "letter": "A", "text": "To adjust the angle of the pan for easier stirring after adding", "is_correct": false }, { "letter": "B", "text": "To avoid accidental contact with nearby utensils on the counter", "is_correct": false }, { "letter": "C", "text": "To prevent the food already in the pan from sticking to one side", "is_correct": false }, { "letter": "D", "text": "To reposition the pan closer to the center of the cooking area", "is_correct": false }, { "letter": "E", "text": "To align the pan with the stove’s heat source for better cooking efficiency", "is_correct": false }, { "letter": "F", "text": "To evenly distribute heat across the pan before adding the noodles", "is_correct": false }, { "letter": "G", "text": "To gain a better grip and stabilize the pan before stirring", "is_correct": false }, { "letter": "H", "text": "To improve visibility of the food inside the pan while cooking", "is_correct": false }, { "letter": "I", "text": "To prevent the pan’s handle from obstructing the transfer of noodles from the pot", "is_correct": true }, { "letter": "J", "text": "To make space for additional ingredients to be added later", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "B", "correct_letter": "I", "is_correct": false, "raw_response": "Based on the video sequence, the person rotates the pan just before transferring the noodles from the pot. This action is taken to ensure that the handle of the pan does not get in the way of the tongs", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "I", "correct_letter": "I", "is_correct": true, "raw_response": "I", "error": null } ] } ] }, { "annotation_id": "2b4051d5fffe", "annotator_id": "6", "video_tags": [], "anchor_timestamp_seconds": 1222.127023, "question": "What is the most likely next action the person will take after this moment?", "rationale": null, "answer": "The person will go to the sink to wash their hands.", "distractors": [ "The person will pick up a spatula to spread the ingredients evenly in the pan.", "The person will adjust the heat level on the stove.", "The person will open another package of ingredients to add more to the pan.", "The person will pause to visually check the cooking progress of the food.", "The person will look for a paper towel to wipe their hands.", "The person will grab a utensil to stir the food quickly to prevent burning.", "The person will reposition the pan to balance the heat distribution.", "The person will organize the remaining ingredients on the countertop.", "The person will check the recipe again before continuing.", "The person will take out another cooking tool for the next step." ], "clip_start_seconds": 1210.3, "clip_end_seconds": 1405.7, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/008_what-is-the-most-likely-next-action-the-_2b4051.mp4", "created_at": "2026-04-04T15:45:35+00:00", "evals": [ { "eval_id": "b70c89b88f16", "evaluated_at": "2026-04-04T15:47:00+00:00", "question": "What is the most likely next action the person will take after this moment?", "answer": "The person will go to the sink to wash their hands.", "distractors": [ "The person will pick up a spatula to spread the ingredients evenly in the pan.", "The person will adjust the heat level on the stove.", "The person will open another package of ingredients to add more to the pan.", "The person will pause to visually check the cooking progress of the food.", "The person will look for a paper towel to wipe their hands.", "The person will grab a utensil to stir the food quickly to prevent burning.", "The person will reposition the pan to balance the heat distribution.", "The person will organize the remaining ingredients on the countertop.", "The person will check the recipe again before continuing.", "The person will take out another cooking tool for the next step." ], "num_choices": 11, "options": [ { "letter": "A", "text": "The person will open another package of ingredients to add more to the pan.", "is_correct": false }, { "letter": "B", "text": "The person will pick up a spatula to spread the ingredients evenly in the pan.", "is_correct": false }, { "letter": "C", "text": "The person will adjust the heat level on the stove.", "is_correct": false }, { "letter": "D", "text": "The person will pause to visually check the cooking progress of the food.", "is_correct": false }, { "letter": "E", "text": "The person will reposition the pan to balance the heat distribution.", "is_correct": false }, { "letter": "F", "text": "The person will take out another cooking tool for the next step.", "is_correct": false }, { "letter": "G", "text": "The person will check the recipe again before continuing.", "is_correct": false }, { "letter": "H", "text": "The person will grab a utensil to stir the food quickly to prevent burning.", "is_correct": false }, { "letter": "I", "text": "The person will organize the remaining ingredients on the countertop.", "is_correct": false }, { "letter": "J", "text": "The person will look for a paper towel to wipe their hands.", "is_correct": false }, { "letter": "K", "text": "The person will go to the sink to wash their hands.", "is_correct": true } ], "accuracy": 0.0, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "K", "is_correct": false, "raw_response": "The most likely next action the person will take after the sequence shown is to continue cooking, but looking at the options provided and the flow of the video:\n\n1. The person finishes adding ingredients", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "F", "correct_letter": "K", "is_correct": false, "raw_response": "F", "error": null } ] } ] }, { "annotation_id": "44e7b2150fe2", "annotator_id": "6", "video_tags": [], "anchor_timestamp_seconds": 1386.1783, "question": "Why does the person bring the tongs closer to their hand?", "rationale": null, "answer": "To consolidate scattered food residues near the cooking area by hand before disposing of them in a single motion, rather than handling each piece individually with a tool.", "distractors": [ "To use the tongs immediately for stirring the food in the pan.", "To check whether the tongs are clean before using them for cooking.", "To reposition the tongs closer to the stove for easier access later.", "To avoid direct contact with hot surfaces near the induction area.", "To grip a larger piece of food more securely than with bare hands.", "To move the tongs away from the workspace to clear the counter.", "To prepare for flipping ingredients that are about to be cooked.", "To prevent the tongs from falling off the edge of the counter.", "To separate different types of ingredients without mixing them.", "To switch from hand-based handling to tool-based cooking for hygiene reasons." ], "clip_start_seconds": 1350.1, "clip_end_seconds": 1538.3, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/009_why-does-the-person-bring-the-tongs-clos_44e7b2.mp4", "created_at": "2026-04-04T15:56:59+00:00", "evals": [ { "eval_id": "d888e00f174b", "evaluated_at": "2026-04-04T15:58:40+00:00", "question": "Why does the person bring the tongs closer to their hand?", "answer": "To consolidate scattered food residues near the cooking area by hand before disposing of them in a single motion, rather than handling each piece individually with a tool.", "distractors": [ "To use the tongs immediately for stirring the food in the pan.", "To check whether the tongs are clean before using them for cooking.", "To reposition the tongs closer to the stove for easier access later.", "To avoid direct contact with hot surfaces near the induction area.", "To grip a larger piece of food more securely than with bare hands.", "To move the tongs away from the workspace to clear the counter.", "To prepare for flipping ingredients that are about to be cooked.", "To prevent the tongs from falling off the edge of the counter.", "To separate different types of ingredients without mixing them.", "To switch from hand-based handling to tool-based cooking for hygiene reasons." ], "num_choices": 11, "options": [ { "letter": "A", "text": "To reposition the tongs closer to the stove for easier access later.", "is_correct": false }, { "letter": "B", "text": "To avoid direct contact with hot surfaces near the induction area.", "is_correct": false }, { "letter": "C", "text": "To switch from hand-based handling to tool-based cooking for hygiene reasons.", "is_correct": false }, { "letter": "D", "text": "To move the tongs away from the workspace to clear the counter.", "is_correct": false }, { "letter": "E", "text": "To separate different types of ingredients without mixing them.", "is_correct": false }, { "letter": "F", "text": "To prevent the tongs from falling off the edge of the counter.", "is_correct": false }, { "letter": "G", "text": "To use the tongs immediately for stirring the food in the pan.", "is_correct": false }, { "letter": "H", "text": "To check whether the tongs are clean before using them for cooking.", "is_correct": false }, { "letter": "I", "text": "To prepare for flipping ingredients that are about to be cooked.", "is_correct": false }, { "letter": "J", "text": "To grip a larger piece of food more securely than with bare hands.", "is_correct": false }, { "letter": "K", "text": "To consolidate scattered food residues near the cooking area by hand before disposing of them in a single motion, rather than handling each piece individually with a tool.", "is_correct": true } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "K", "is_correct": false, "raw_response": "Reposition for later access. (They use them soon after).\n * B) Avoid hot surfaces. (Not really relevant here).\n * C) Switch to tool-based for", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "K", "correct_letter": "K", "is_correct": true, "raw_response": "K", "error": null } ] } ] }, { "annotation_id": "8154a616bc91", "annotator_id": "6", "video_tags": [], "anchor_timestamp_seconds": 1486.783151, "question": "Why did the person place the knife on top of the bowl?", "rationale": null, "answer": "The knife was temporarily placed on the bowl to retain the cleaning solution on its surface while the person prepares to coat other utensils, enabling a more efficient batch washing process.", "distractors": [ "To let excess water drip off the knife naturally", "To clear space on the countertop for further cooking", "To keep the knife from touching potentially contaminated surfaces", "To pause using the knife before cutting the next ingredient", "To prevent accidental contact with the sharp blade", "To position the knife so water can run off more easily", "To separate the knife from other utensils for organization", "To arrange tools in order of use during cooking", "To remove food residue from the blade before reuse", "To use the bowl as a temporary holder for convenience" ], "clip_start_seconds": 1482.6, "clip_end_seconds": 1665.0, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/clips/010_why-did-the-person-place-the-knife-on-to_8154a6.mp4", "created_at": "2026-04-04T16:06:25+00:00", "evals": [ { "eval_id": "f74670f28ae5", "evaluated_at": "2026-04-04T16:07:21+00:00", "question": "Why did the person place the knife on top of the bowl?", "answer": "The knife was temporarily placed on the bowl to retain the cleaning solution on its surface while the person prepares to coat other utensils, enabling a more efficient batch washing process.", "distractors": [ "To let excess water drip off the knife naturally", "To clear space on the countertop for further cooking", "To keep the knife from touching potentially contaminated surfaces", "To pause using the knife before cutting the next ingredient", "To prevent accidental contact with the sharp blade", "To position the knife so water can run off more easily", "To separate the knife from other utensils for organization", "To arrange tools in order of use during cooking", "To remove food residue from the blade before reuse", "To use the bowl as a temporary holder for convenience" ], "num_choices": 11, "options": [ { "letter": "A", "text": "To use the bowl as a temporary holder for convenience", "is_correct": false }, { "letter": "B", "text": "To pause using the knife before cutting the next ingredient", "is_correct": false }, { "letter": "C", "text": "To keep the knife from touching potentially contaminated surfaces", "is_correct": false }, { "letter": "D", "text": "To remove food residue from the blade before reuse", "is_correct": false }, { "letter": "E", "text": "To arrange tools in order of use during cooking", "is_correct": false }, { "letter": "F", "text": "To separate the knife from other utensils for organization", "is_correct": false }, { "letter": "G", "text": "To position the knife so water can run off more easily", "is_correct": false }, { "letter": "H", "text": "To prevent accidental contact with the sharp blade", "is_correct": false }, { "letter": "I", "text": "To clear space on the countertop for further cooking", "is_correct": false }, { "letter": "J", "text": "To let excess water drip off the knife naturally", "is_correct": false }, { "letter": "K", "text": "The knife was temporarily placed on the bowl to retain the cleaning solution on its surface while the person prepares to coat other utensils, enabling a more efficient batch washing process.", "is_correct": true } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "K", "correct_letter": "K", "is_correct": true, "raw_response": "K", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "A", "correct_letter": "K", "is_correct": false, "raw_response": "A", "error": null } ] } ] } ], "downloaded_files": [ { "path": "107_recording.mp4", "size_mb": 870.17 } ], "loaded_by": [ "6" ], "rotation": 180 }