{ "source_id": "drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a", "source_name": "128_recording.mp4", "display_name": "128_recording.mp4", "canonical_video_id": "17_5ibt4lEYf0R9lITYGnJoYp7BejskUo", "source_video_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a/downloads/128_recording.mp4", "video_duration_seconds": 998.939, "origin": { "type": "drive", "drive_url": "https://drive.google.com/file/d/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo/view?usp=drive_link", "drive_file_id": "17_5ibt4lEYf0R9lITYGnJoYp7BejskUo", "label": "https://drive.google.com/file/d/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo/view?usp=drive_link" }, "created_at": "2026-04-14T14:10:37+00:00", "updated_at": "2026-04-28T08:31:40+00:00", "annotations": [ { "annotation_id": "2894e425e981", "annotator_id": "5", "video_tags": [], "anchor_timestamp_seconds": 135.0, "question": "Once the freshly rinsed greens have been hand-separated and pressed into a lower pile beside the visible knife, what is the best explanation for why that pile is left there instead of being cut right away?", "rationale": null, "answer": "Because the pile is being parked as a temporary holding area for wet, already-separated greens while pan setup takes priority.", "distractors": [ "Because the pile is being compressed so the knife can remove the stem line in one quick pass before anything else resumes.", "Because the pile is being flattened mainly so excess water can be pressed out before the leaves are packed into the white bowl.", "Because the pile is being arranged as a tray-side surface for seasoning the greens with oil before the pan is used.", "Because the pile is being organized as a discard sorting zone where unwanted stems will stay once the usable leaves are moved away.", "Because the pile is being lined up for direct transfer onto the patterned plate instead of back into the cooking workflow.", "Because the pile is being grouped only to compare bundle size before the next unrinsed bunch is chosen.", "Because the pile is being shifted into one corner so the tray can immediately take over the small white pieces from the earlier package." ], "clip_start_seconds": 0.0, "clip_end_seconds": 200.0, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a/clips/005_once-the-freshly-rinsed-greens-have-been_2894e4.mp4", "created_at": "2026-04-28T07:35:32+00:00", "evals": [ { "eval_id": "6566847449b0", "evaluated_at": "2026-04-28T07:36:22+00:00", "question": "Once the freshly rinsed greens have been hand-separated and pressed into a lower pile beside the visible knife, what is the best explanation for why that pile is left there instead of being cut right away?", "answer": "Because the pile is being parked as a temporary holding area for wet, already-separated greens while pan setup takes priority.", "distractors": [ "Because the pile is being compressed so the knife can remove the stem line in one quick pass before anything else resumes.", "Because the pile is being flattened mainly so excess water can be pressed out before the leaves are packed into the white bowl.", "Because the pile is being arranged as a tray-side surface for seasoning the greens with oil before the pan is used.", "Because the pile is being organized as a discard sorting zone where unwanted stems will stay once the usable leaves are moved away.", "Because the pile is being lined up for direct transfer onto the patterned plate instead of back into the cooking workflow.", "Because the pile is being grouped only to compare bundle size before the next unrinsed bunch is chosen.", "Because the pile is being shifted into one corner so the tray can immediately take over the small white pieces from the earlier package." ], "num_choices": 8, "options": [ { "letter": "A", "text": "Because the pile is being compressed so the knife can remove the stem line in one quick pass before anything else resumes.", "is_correct": false }, { "letter": "B", "text": "Because the pile is being shifted into one corner so the tray can immediately take over the small white pieces from the earlier package.", "is_correct": false }, { "letter": "C", "text": "Because the pile is being arranged as a tray-side surface for seasoning the greens with oil before the pan is used.", "is_correct": false }, { "letter": "D", "text": "Because the pile is being grouped only to compare bundle size before the next unrinsed bunch is chosen.", "is_correct": false }, { "letter": "E", "text": "Because the pile is being parked as a temporary holding area for wet, already-separated greens while pan setup takes priority.", "is_correct": true }, { "letter": "F", "text": "Because the pile is being flattened mainly so excess water can be pressed out before the leaves are packed into the white bowl.", "is_correct": false }, { "letter": "G", "text": "Because the pile is being lined up for direct transfer onto the patterned plate instead of back into the cooking workflow.", "is_correct": false }, { "letter": "H", "text": "Because the pile is being organized as a discard sorting zone where unwanted stems will stay once the usable leaves are moved away.", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "F", "correct_letter": "E", "is_correct": false, "raw_response": "F", "reasoning": "**Analyzing the Greens Pile**\n\nOkay, so the task is to figure out why these greens aren't being chopped immediately after washing. I need to focus on this \"hand-separated and pressed into a lower pile\" bit. Let's break this down systematically.\n\nFirst, I need to really *see* what's happening in this video. They're washing the greens, definitely. Shaking them. Rinsing them. Then they're placing them on the cutting board. At 00:02:20, that's the pile! And the knife is right there. They don't cut right away. Why?\n\nI need to analyze the options. Option F jumps out: \"Because the pile is being flattened mainly so excess water can be pressed out…\" That makes sense. Wet greens and cooking. But is it just staging, or is there an active pressing happening?\n\nI rewatch the footage. They're rinsing, the knife is present, but I don't see any *pressing* happening, per se. They’re putting them on the board and going back to the sink. \n\nLet's look at the alternatives. Stem removal? Nope. Corner shift? Nope. Seasoning? Not yet. Comparing bundle size? Irrelevant. \"Parking for holding area\"? Plausible, but is there a more culinary reason?\n\nI'm leaning towards F, but I have to justify it. Option F is describing the flattening of a wet pile to extract water. It also mentions a \"white bowl\". There *is* a white container. The question specifically mentions pressing. It’s hard to see precise movements in this video, but the text is *emphasizing* that action. Logically, removing excess water before cooking greens is standard practice.\n\nNow, comparing E and F. Holding area is certainly *possible*, but is it the *primary* reason? I re-read the options. Option F makes the most sense. The phrase \"pressed into a lower pile\" strongly hints at moisture removal.\n\nI re-watch the footage again. Around 00:02:40, the person finishes rinsing the greens and puts them on the board. No active pressing. Maybe \"pressed into a lower pile\" just refers to how the pile is arranged?\n\n\"Because the pile is being flattened mainly so excess water can be pressed out before the leaves are packed into the white bowl.\" It sounds like the *correct* culinary explanation, especially when considering the \"pressed\" aspect.\n\nFinal check: There is a white bowl/container. The greens are wet. Option F is the clear winner here. My expert opinion is F is the answer.\n\n\n", "error": null }, { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "E", "correct_letter": "E", "is_correct": true, "raw_response": "E", "reasoning": "**My Reasoning on the Greens**\n\nOkay, so I'm looking at this tray of freshly rinsed greens. The person has taken the time to separate and press them down – a good start. My immediate thought is, why are they sitting here? They've clearly prepped them, but they're not cutting them. Let's break this down.\n\nFirst, I see the greens are on the tray. Then, the person moves to the induction cooker, grabs a pan, and gets that all set up. So, no knife work right away, no small white pieces, no oil on the greens before the pan. No immediate comparison of bundle sizes or direct transfer. They don't seem concerned with water content or organizing a discard zone yet.\n\nThe most logical explanation? It's **E: temporary holding area while pan setup takes priority**. They've prepped the greens but are deliberately *setting them aside* because the pan and cooker are the immediate priorities. The greens are in a holding pattern until the cooking surface is ready. They're making a conscious decision to stage the ingredients for cooking, giving the pan setup precedence in the workflow. It's a classic case of prioritizing the sequence.\n\n\n", "error": null } ] } ] }, { "annotation_id": "6837c0317a91", "annotator_id": "5", "video_tags": [], "anchor_timestamp_seconds": 280.0, "question": "After the eggs are cracked and the white spatula gets a quick rinse, the person returns to the burner carrying that spatula and a patterned plate. What does the rest of the clip show the plate is mainly doing there?", "rationale": null, "answer": "It is there as a ready receiving surface while the spatula tests whether any egg section can lift cleanly, without committing to serving unless the release looks good.", "distractors": [ "It is there because the eggs are already finished enough for immediate plating, so the spatula work is only a brief transfer aid before the pan is emptied.", "It is there mainly to park the freshly rinsed spatula between passes, keeping sink water off the counter while the eggs continue unattended.", "It is there to collect shell fragments from the cracking step before any more attention goes back to the pan.", "It is there to stand in for the lid, with the next objective being to cover the pan rather than keep loosening the eggs.", "It is there to receive washed greens from the sink, so the upcoming work can stay on produce instead of staying with the eggs.", "It is there to catch oil drained from the pan before the eggs are turned, making the next move mainly a draining step rather than a release check.", "It is there to clear the counter beside the blue towel for a chopping return, so the plate is mostly acting as a temporary organizer." ], "clip_start_seconds": 200.0, "clip_end_seconds": 410.0, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a/clips/005_after-the-eggs-are-cracked-and-the-white_6837c0.mp4", "created_at": "2026-04-28T07:53:35+00:00", "evals": [ { "eval_id": "b4a0f719e169", "evaluated_at": "2026-04-28T07:54:22+00:00", "question": "After the eggs are cracked and the white spatula gets a quick rinse, the person returns to the burner carrying that spatula and a patterned plate. What does the rest of the clip show the plate is mainly doing there?", "answer": "It is there as a ready receiving surface while the spatula tests whether any egg section can lift cleanly, without committing to serving unless the release looks good.", "distractors": [ "It is there because the eggs are already finished enough for immediate plating, so the spatula work is only a brief transfer aid before the pan is emptied.", "It is there mainly to park the freshly rinsed spatula between passes, keeping sink water off the counter while the eggs continue unattended.", "It is there to collect shell fragments from the cracking step before any more attention goes back to the pan.", "It is there to stand in for the lid, with the next objective being to cover the pan rather than keep loosening the eggs.", "It is there to receive washed greens from the sink, so the upcoming work can stay on produce instead of staying with the eggs.", "It is there to catch oil drained from the pan before the eggs are turned, making the next move mainly a draining step rather than a release check.", "It is there to clear the counter beside the blue towel for a chopping return, so the plate is mostly acting as a temporary organizer." ], "num_choices": 8, "options": [ { "letter": "A", "text": "It is there to stand in for the lid, with the next objective being to cover the pan rather than keep loosening the eggs.", "is_correct": false }, { "letter": "B", "text": "It is there mainly to park the freshly rinsed spatula between passes, keeping sink water off the counter while the eggs continue unattended.", "is_correct": false }, { "letter": "C", "text": "It is there because the eggs are already finished enough for immediate plating, so the spatula work is only a brief transfer aid before the pan is emptied.", "is_correct": false }, { "letter": "D", "text": "It is there to receive washed greens from the sink, so the upcoming work can stay on produce instead of staying with the eggs.", "is_correct": false }, { "letter": "E", "text": "It is there as a ready receiving surface while the spatula tests whether any egg section can lift cleanly, without committing to serving unless the release looks good.", "is_correct": true }, { "letter": "F", "text": "It is there to collect shell fragments from the cracking step before any more attention goes back to the pan.", "is_correct": false }, { "letter": "G", "text": "It is there to clear the counter beside the blue towel for a chopping return, so the plate is mostly acting as a temporary organizer.", "is_correct": false }, { "letter": "H", "text": "It is there to catch oil drained from the pan before the eggs are turned, making the next move mainly a draining step rather than a release check.", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "B", "correct_letter": "E", "is_correct": false, "raw_response": "Based on the sequence of actions in the video, after the person returns to the burner with the rinsed spatula and the patterned plate, they use the spatula to loosen and test the eggs. They lift a specific section of the egg to check its release and doneness, placing it onto the patterned plate as a test rather than immediately serving the entire pan. This behavior indicates that the plate's primary role at that moment is to act as a ready receiving surface for testing whether the egg can lift cleanly.\n\nE", "reasoning": "**Analyzing the Mystery of the Plate**\n\nAlright, let's break this down. The key here is figuring out the *primary* role of this patterned plate in this cooking sequence. The video starts with the egg-cracking, then a spatula rinse, and then the critical moment: the return to the burner with the plate and spatula. It's not about what they *could* do, but what they *actually* do in the rest of the clip.\n\nImmediately, I ruled out options like using the plate as a lid, a spatula parking spot, or a greens receiver, and clearly not for collecting shells or draining oil. Those just didn't align with the visual evidence. The eggs weren't finished; they're still in the pan. The counter wasn't being cleared.\n\nNow, let's rewatch the video, frame by frame. First they crack the eggs, rinse the spatula, and pick up the patterned plate and spatula. They go back to the burner. The spatula starts prodding the eggs. Then, there it is! At about 01:24, they lift a piece of the egg and *place it on the plate*. They don't dump the whole pan.\n\nMy first thought was, maybe the plate is *a ready receiving surface to plate the eggs*. But that's not quite right. They didn't plate *all* the eggs. They just put *one* piece on the plate. Then they leave the plate on the counter and move to the sink.\n\nSo, the action shown is the act of testing the eggs.\n\nLooking at the options, only option \"E\" nails it: \"It is there as a ready receiving surface while the spatula tests whether any egg section can lift cleanly, without committing to serving unless the release looks good.\"\n\nThat's it. It’s a very specific behavior: test lift, not a full plate-up. They’re using the plate as a test surface, a way to assess the release of the egg, not necessarily to serve a completed dish. And that is exactly what the remainder of the clip shows. They are simply testing the release. Perfect.\n\n\n", "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", "reasoning": "**My Analysis of the Kitchen Scene**\n\nOkay, so I'm looking at this video and trying to figure out what that patterned plate is *for*. My initial approach is to break down the actions in sequence. First, I see the person cracks eggs, then they rinse a spatula, then they return to the burner with the spatula and the plate. So, let's look at the frames. The person is at the sink, rinses the spatula, picks up the plate, and heads back to the burner. We see the eggs cooking, the person using the spatula to lift or check them, and then the plate is placed on the counter near the stove.\n\nClearly, the plate is there to *receive* something. It's too small to be a lid, it's not a discard for shells or greens. So let me evaluate the provided options. \"Stand in for the lid\"? Nope. The spatula \"park\"? The spatula's in the person's hand. \"Immediate plating\"? Hmmm, that's possible, given its proximity to the pan.\n\nNow, let's zoom in on option E: \"Ready receiving surface while the spatula tests whether any egg section can lift cleanly, without committing to serving unless the release looks good.\" That's it! That perfectly describes the interaction: the person's using the spatula to check the eggs (I'm familiar with this, it's pretty standard for a fried egg), and the plate is right there ready to receive the egg once it's loose enough. The spatula's the tester and the plate is the immediate landing zone.\n\nRe-evaluating everything, I'm now clear, I have to ask myself, *what is the plate doing*? The video shows the plate sitting near the pan while the person checks the eggs with the spatula. This really supports the \"receiving surface\" hypothesis, so let's look at option E again, because that hits the mark: \"It is there as a ready receiving surface while the spatula tests whether any egg section can lift cleanly, without committing to serving unless the release looks good.\" Yes, that’s precisely what's going on.\n\nTherefore, E is the most descriptive, accurate, and correct. Done.\n\n\n", "error": null } ] } ] }, { "annotation_id": "62336a897d4a", "annotator_id": "5", "video_tags": [], "anchor_timestamp_seconds": 753.0, "question": "After the yellow-labeled bottle is brought over beside the pan, which reading of that move best matches the rest of the clip?", "rationale": null, "answer": "It is a staging move while the cook still compares nearby additions and keeps the pan contents arranged, so that bottle is only one candidate rather than the committed next input.", "distractors": [ "It shows that the bottle itself has already been chosen as the definite next addition, and the later cup and bag motions are only brief side interruptions before it is used.", "It clears the yellow bag so another leafy item can come out for more cutting-board work before the pan is touched again.", "It sets up an immediate transfer into the white takeout box, with the bottle parked nearby only because seasoning will resume after the pan is emptied.", "It sidelines the bottle because the red bag has already been identified as the true next source for the pan, making the condiments secondary.", "It groups the bottle with the other condiments simply to tidy the counter, with no real comparison among possible additions still underway.", "It frees space for another sink-side rinse that still has to happen before any ingredient choice near the pan can continue.", "It parks the bottle so the small sauce cup can be discarded, leaving the rest of the pan work to be finished by hand alone." ], "clip_start_seconds": 613.0, "clip_end_seconds": 823.0, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a/clips/005_after-the-yellow-labeled-bottle-is-broug_62336a.mp4", "created_at": "2026-04-28T08:01:58+00:00", "evals": [ { "eval_id": "ec2b21c24187", "evaluated_at": "2026-04-28T08:02:58+00:00", "question": "After the yellow-labeled bottle is brought over beside the pan, which reading of that move best matches the rest of the clip?", "answer": "It is a staging move while the cook still compares nearby additions and keeps the pan contents arranged, so that bottle is only one candidate rather than the committed next input.", "distractors": [ "It shows that the bottle itself has already been chosen as the definite next addition, and the later cup and bag motions are only brief side interruptions before it is used.", "It clears the yellow bag so another leafy item can come out for more cutting-board work before the pan is touched again.", "It sets up an immediate transfer into the white takeout box, with the bottle parked nearby only because seasoning will resume after the pan is emptied.", "It sidelines the bottle because the red bag has already been identified as the true next source for the pan, making the condiments secondary.", "It groups the bottle with the other condiments simply to tidy the counter, with no real comparison among possible additions still underway.", "It frees space for another sink-side rinse that still has to happen before any ingredient choice near the pan can continue.", "It parks the bottle so the small sauce cup can be discarded, leaving the rest of the pan work to be finished by hand alone." ], "num_choices": 8, "options": [ { "letter": "A", "text": "It clears the yellow bag so another leafy item can come out for more cutting-board work before the pan is touched again.", "is_correct": false }, { "letter": "B", "text": "It sidelines the bottle because the red bag has already been identified as the true next source for the pan, making the condiments secondary.", "is_correct": false }, { "letter": "C", "text": "It sets up an immediate transfer into the white takeout box, with the bottle parked nearby only because seasoning will resume after the pan is emptied.", "is_correct": false }, { "letter": "D", "text": "It groups the bottle with the other condiments simply to tidy the counter, with no real comparison among possible additions still underway.", "is_correct": false }, { "letter": "E", "text": "It frees space for another sink-side rinse that still has to happen before any ingredient choice near the pan can continue.", "is_correct": false }, { "letter": "F", "text": "It shows that the bottle itself has already been chosen as the definite next addition, and the later cup and bag motions are only brief side interruptions before it is used.", "is_correct": false }, { "letter": "G", "text": "It parks the bottle so the small sauce cup can be discarded, leaving the rest of the pan work to be finished by hand alone.", "is_correct": false }, { "letter": "H", "text": "It is a staging move while the cook still compares nearby additions and keeps the pan contents arranged, so that bottle is only one candidate rather than the committed next input.", "is_correct": true } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "H", "correct_letter": "H", "is_correct": true, "raw_response": "H", "reasoning": "**Analyzing the Purpose of the Yellow-Labeled Bottle**\n\nOkay, so I'm presented with this video sequence and my task is to deduce the purpose of the yellow-labeled bottle's appearance near the pan. My immediate thought process goes like this:\n\nFirst, let me break down the visual sequence. We start with the person washing a tray, then they start handling ingredients. They are cooking. The key frames show the individual juggling different items – a bowl, a pan with vegetables, and then, crucially, the yellow-labeled bottle. They are also checking a phone, and they are near the stovetop, it seems to me, at least in the frames I am focused on.\n\nNow, the question is what happens *after* the bottle appears near the pan. Looking closely at the video, I see a few key things: there's clearly a pan with some green vegetables, a bowl with something yellow (possibly cheese, based on its color), and then there is this yellow-labeled bottle. The person seems to be \"staging\" – juggling bags, checking the phone, and keeping track of the pan. The bottle gets placed, but then the person moves on to other tasks, and even checks the phone again. So the bottle isn't immediately utilized, and it sits there.\n\nLet's look at the options.\n\n* A) \"Clears the yellow bag...\" – Doesn't fit. I see no \"clearing\" happening. It's more of a shuffle.\n* B) \"Sidelines the bottle...\" – No evidence of a \"red bag\" being the preferred ingredient.\n* C) \"Sets up an immediate transfer...\" – No, the bottle isn't used for an immediate transfer.\n* D) \"Groups the bottle... to tidy...\" – Perhaps, but weak as the person is actively cooking.\n* E) \"Frees space for another rinse...\" – Doesn't happen.\n* F) \"Shows the bottle... has been chosen...\" – Not a match, as it simply sits there.\n* G) \"Parks the bottle so the sauce cup can be discarded...\" – Doesn't align with the video.\n\nThe most accurate description? That's option H: \"It is a staging move while the cook still compares nearby additions and keeps the pan contents arranged, so that bottle is only one candidate rather than the committed next input.\" That hits the nail on the head. The person is cooking, checking a recipe, and evaluating several ingredients. The yellow-labeled bottle is just one potential addition at that moment. And yes, it is the best conclusion and fits perfectly.\n\n\n", "error": null }, { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "B", "correct_letter": "H", "is_correct": false, "raw_response": "Based on the sequence of events in the clip, the correct reading of the move is:\n\n**H) It is a staging move while the cook still compares nearby additions and keeps the pan contents arranged, so that bottle is only one candidate rather than the committed next input.**", "reasoning": "**Analyzing the Cook's Action**\n\nOkay, so I'm focusing on that moment at 01:21 when the cook places the yellow-labeled bottle down. I need to figure out what that signifies, considering the context. Let's break it down:\n\nFirst, I identify the players: the \"yellow-labeled bottle,\" the \"pan\" with greens. The bottle comes out of a yellow bag and is set next to the pan.\n\nThen, I'm watching the sequence carefully. Before the bottle placement, they're unpacking groceries. When they place it, they look at it first, then set it down near the pan, and then look over the contents of the pan. And afterward, things get interesting. At 01:25, there's the small sauce cup: they open it, look at it, then at the pan. 01:30, a red bag gets some attention. And then at 01:31, they have three items in their hands to compare, the bottle, the small sauce cup, and another bottle. Afterward, the pan gets some spatula action, a phone check, and more unpacking of groceries, but no immediate addition from the yellow bottle. I also notice a small bottle is picked up and used later, at 01:52.\n\nNow, I'm evaluating the options.\n\n* **A)** Not likely. No leafy item for the cutting board appears.\n* **B)** Maybe. They look at the red bag, but nothing comes out immediately.\n* **C)** Definitely not. No takeout box action.\n* **D)** Nope, there's clear comparison happening.\n* **E)** Possible, but the immediate action is about comparisons, not clearing sink space.\n* **F)** No, they don't immediately use the bottle.\n* **G)** Unlikely; the cup isn't discarded.\n* **H)** Aha! This one resonates. It’s a \"staging move\" while they're still in \"comparison/choosing\" mode. They're weighing the bottle against other options. This feels right.\n\nLooking again at the 01:21-01:35 sequence, I'm seeing it clearly: they set the bottle down, check the sauce cup, examine the red bag, and stir the pan. This confirms that they are deciding. The bottle isn't a *definite* next addition, but *a* candidate. Option H nails it: This *is* a staging move, a comparison of the items, while they still assess what to add to the pan. I'm going with H.\n\n\n", "error": null } ] } ] }, { "annotation_id": "d1467f2b7b18", "annotator_id": "5", "video_tags": [], "anchor_timestamp_seconds": 948.0, "question": "Once the white takeout box is opened beside the pan, which explanation best fits why that box is still only a provisional option instead of the main task taking over?", "rationale": null, "answer": "Because the pan contents are still being actively adjusted, followed by another brief sink interruption and the yellow-piece dish being brought back into reach before any transfer into the box happens.", "distractors": [ "Because the real uncertainty is still which nearby lid or cover belongs with the serving container, so the box is opened mainly for a fit check before any food move.", "Because the next intended step is to sort the yellow pieces into the box first as a separate side while the pan mixture is already settled enough to stay put.", "Because the green-lidded container is still the likelier serving vessel, and the open box is only a temporary comparison option until that container is checked again.", "Because the last unresolved issue is keeping the container clean after the sink trip, so the box has to remain empty until the hand-rinsing cycle is fully over.", "Because the main blockage is still counter layout, with the open box serving only as a way to clear bottle-and-bag clutter before any food decision is made.", "Because the pan now just needs a short rest while a cover choice is finalized, so opening the box marks a pause in cooking rather than more ingredient handling.", "Because the open box is mainly being used to hold position while a scooping tool is fetched, making utensil choice the remaining step before serving can begin." ], "clip_start_seconds": 783.0, "clip_end_seconds": 993.0, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a/clips/005_once-the-white-takeout-box-is-opened-bes_d1467f.mp4", "created_at": "2026-04-28T08:23:58+00:00", "evals": [ { "eval_id": "03bc7bbf7de5", "evaluated_at": "2026-04-28T08:25:10+00:00", "question": "Once the white takeout box is opened beside the pan, which explanation best fits why that box is still only a provisional option instead of the main task taking over?", "answer": "Because the pan contents are still being actively adjusted, followed by another brief sink interruption and the yellow-piece dish being brought back into reach before any transfer into the box happens.", "distractors": [ "Because the real uncertainty is still which nearby lid or cover belongs with the serving container, so the box is opened mainly for a fit check before any food move.", "Because the next intended step is to sort the yellow pieces into the box first as a separate side while the pan mixture is already settled enough to stay put.", "Because the green-lidded container is still the likelier serving vessel, and the open box is only a temporary comparison option until that container is checked again.", "Because the last unresolved issue is keeping the container clean after the sink trip, so the box has to remain empty until the hand-rinsing cycle is fully over.", "Because the main blockage is still counter layout, with the open box serving only as a way to clear bottle-and-bag clutter before any food decision is made.", "Because the pan now just needs a short rest while a cover choice is finalized, so opening the box marks a pause in cooking rather than more ingredient handling.", "Because the open box is mainly being used to hold position while a scooping tool is fetched, making utensil choice the remaining step before serving can begin." ], "num_choices": 8, "options": [ { "letter": "A", "text": "Because the green-lidded container is still the likelier serving vessel, and the open box is only a temporary comparison option until that container is checked again.", "is_correct": false }, { "letter": "B", "text": "Because the pan now just needs a short rest while a cover choice is finalized, so opening the box marks a pause in cooking rather than more ingredient handling.", "is_correct": false }, { "letter": "C", "text": "Because the next intended step is to sort the yellow pieces into the box first as a separate side while the pan mixture is already settled enough to stay put.", "is_correct": false }, { "letter": "D", "text": "Because the pan contents are still being actively adjusted, followed by another brief sink interruption and the yellow-piece dish being brought back into reach before any transfer into the box happens.", "is_correct": true }, { "letter": "E", "text": "Because the last unresolved issue is keeping the container clean after the sink trip, so the box has to remain empty until the hand-rinsing cycle is fully over.", "is_correct": false }, { "letter": "F", "text": "Because the open box is mainly being used to hold position while a scooping tool is fetched, making utensil choice the remaining step before serving can begin.", "is_correct": false }, { "letter": "G", "text": "Because the main blockage is still counter layout, with the open box serving only as a way to clear bottle-and-bag clutter before any food decision is made.", "is_correct": false }, { "letter": "H", "text": "Because the real uncertainty is still which nearby lid or cover belongs with the serving container, so the box is opened mainly for a fit check before any food move.", "is_correct": false } ], "accuracy": 0.0, "model_results": [ { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "H", "correct_letter": "D", "is_correct": false, "raw_response": "H", "reasoning": "**Analyzing the 'Provisional' Takeout Box**\n\nOkay, so I'm trying to figure out why this takeout box is just *sitting* there, opened but not being used, in this cooking video. My initial thought is to break down the visual sequence and see what's happening. The person's cooking, stirring, then opens the box, but then keeps cooking, grabs some other things, and *doesn't* put anything in the box immediately. That's the key: it's *provisional* – not the primary goal right now.\n\nI'm checking if there's an obvious \"main\" serving vessel, maybe that green-lidded container? But it's not super clear. The options mention sorting \"yellow pieces,\" or a \"green-lidded container,\" but based on the activity they're prepping, and stirring, I'm leaning toward some other step being the holdup. I'm looking at option **D** again – could it be interrupted by the sink, with the food to come back to? The person could be preparing something, or waiting for something. It seems like the box is just staged for later. I don't see any \"fit check\" being done, so option **H** seems wrong.\n\nGoing through the options again... I’m thinking, maybe, is it a \"fit check\"? Let me re-examine the sequence... Box opened, then more pan activity. Nothing gets transferred. It's like the box is *prepared*, but not yet needed. No, there's nothing in the sequence to suggest a fit check. Option **A** suggests a green-lidded container, but does not match with the current activity. Option **D** seems like a good fit, but it is not provided. So, still no real clue.\n\nI'm re-reading the options, because they're quite specific. Okay, focusing back on the question: \"Why is the box *provisional*?\". \n\nLet's look closely at the action: box is opened. Food is cooked. Still no food is transferred. It's \"staged,\" right?\n\nI'm reconsidering **H** again. I am looking for a direct clue. The box is opened, and they continue to do the pan. What about \"fit check\"? Could be. The key word is \"provisional.\" The food isn't in there yet. So, it's not the serving container *yet*.\n\nRe-watching the frames, frame by frame, it seems the box is opened, but they're not ready to serve. Is this is a question from a video analysis dataset? I don't have external knowledge. I'm going to pick the one that makes the most sense.\n\nAgain, re-reading **H** because it is a very specific statement. It's the \"which nearby lid or cover belongs\". Okay... is there a lid nearby? Yes, it's open. The box is the *provisional* option, and **H** explains *why*—a fit check for the lid. I'm betting on **H** because the box is opened, but the food isn't transferred yet. I think this fits, and it makes the most sense, given the context.\n\n\n", "error": null }, { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "D", "is_correct": false, "raw_response": "The correct explanation is that after opening the white takeout box, the person continues to adjust the pan's contents with sauces and stirring. This is followed by a brief trip to the sink to wash hands or utensils and then bringing the dish containing yellow pieces (which was further back on the counter) closer before finally beginning the transfer of food into the box.\n\nD", "reasoning": "**Deconstructing the Takeout Box's Role**\n\nOkay, so I'm trying to figure out why that white takeout box remains a \"provisional option\" – meaning, why isn't it the immediate, primary focus after it's opened in this cooking video? Let's break it down methodically.\n\nFirst, I need to establish the timeline and the context of the actions: Someone's cooking green veggies in a pan. Various ingredients are on the counter, and there's that white box. At 0:09, they open the box; it contains what looks like rice. Now, I see they add sauces to the pan, stir, and fetch something from a bag. They head to the sink to wash something. Upon returning, they're back at the pan, stirring, and then *they* bring a plate with yellow pieces (looks like potato or eggs with cheese) closer. Finally, around 0:46, they start transferring the pan's contents into the box.\n\nNow, let's consider the possible reasons why the box isn’t the first thing they’re using:\n\n* **A) Green-lidded Container:** Nope, I don't see a green-lidded container in use.\n* **B) Pan Needs Rest, Cover Choice:** Not at all. The person is actively cooking and stirring.\n* **C) Sort Yellow Pieces into Box First:** The order of events doesn't support this. The yellow pieces are on the plate, then *in* the pan.\n* **D) Pan Contents Actively Adjusted, Sink Interruption, Yellow-Piece Dish Brought Back:** This *does* seem to be the most likely. The box opens at 0:09. Sauces are added to the pan (active adjustment, 0:10-0:23). Sink interruption around 0:24. The yellow pieces dish becomes part of the action at 0:41. Finally, the food transfer at 0:46. This fits perfectly.\n* **E) Hand-Rinsing Cycle Fully Over:** The hand-washing is in the middle of the sequence, it's not the primary reason the box is \"provisional\".\n* **F) Fetching a Scooping Tool:** The spatula is right there.\n* **G) Counter Layout, Clear Clutter:** While there is clutter, it's not the primary function of the box.\n* **H) Lid Check:** The box is opened to be filled, eventually.\n\nLet's confirm option D: The box is opened at 0:09. The \"provisional\" aspect means they aren't *immediately* filling it. They keep adjusting the pan's contents (sauces, 0:10-0:23), have a sink interruption (0:24-0:30), and bring the yellow-piece plate into the action at 0:41. *Then* the transfer to the box.\n\nTherefore, my conclusion: The takeout box remains a temporary, \"provisional\" option because the cooking process itself has several steps and ingredients that need to be addressed *before* the food is ready for storage. It is the sequence: pan contents, hand-washing, and preparation/mixing of the yellow pieces that is the reason that the box takes a back seat, at first.\n\n\n", "error": null } ] } ] }, { "annotation_id": "972dffd50386", "annotator_id": "5", "anchor_timestamp_seconds": 708.0, "question": "After putting the phone down and turning back toward the sink, why does the person stay at the tap instead of immediately reaching into the open yellow bag?", "rationale": null, "answer": "To rinse the pan and finish the cleanup-reset step before searching for the next ingredient again.", "distractors": [ "To rewash the cutting board so chopping can resume on a freshly cleaned surface.", "To cool the pan contents with water before any seasoning is added.", "To rinse the knife because cutting is about to restart after the phone break.", "To fill the white takeout box so it can hold a wet ingredient from the sink area.", "To wet the hands only and then go straight back to grabbing from the yellow bag.", "To wash one of the seasoning bottles before it is used near the pan.", "To use the sink as the place to open the small sauce container for the next addition." ], "clip_start_seconds": 613.0, "clip_end_seconds": 823.0, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a/clips/005_once-the-phone-check-ends-and-the-person_972dff.mp4", "created_at": "2026-04-28T08:28:54+00:00", "updated_at": "2026-04-28T08:30:33+00:00", "evals": [ { "eval_id": "c56e98a3becb", "evaluated_at": "2026-04-28T08:29:48+00:00", "question": "Once the phone check ends and the person turns straight to the tap, what role does that sink stop actually play in the rest of the workflow?", "answer": "It is mainly a quick cleanup reset that leads into rinsing the pan, setting out the takeout box as a standby, and then returning to the yellow bag for the next seasoning choice.", "distractors": [ "It is mainly a reset before the cutting board becomes the active station again and the next task shifts back to knife work.", "It is mainly a cooling step before the pan contents receive their next addition directly after the rinse.", "It is mainly a serving transition in which the white takeout box becomes the immediate destination once the sink stop is finished.", "It is mainly a short detour before the small sauce cup becomes the next source used over the pan without another bag search.", "It is mainly a hand rinse that ends the bag-search sequence for good, with the person returning to the pan without checking the bag again.", "It is mainly a wash-up before one of the seasoning bottles is cleaned at the sink and then brought over for use.", "It is mainly a reset before attention shifts to the red bag as the next active source for the pan." ], "num_choices": 8, "options": [ { "letter": "A", "text": "It is mainly a hand rinse that ends the bag-search sequence for good, with the person returning to the pan without checking the bag again.", "is_correct": false }, { "letter": "B", "text": "It is mainly a wash-up before one of the seasoning bottles is cleaned at the sink and then brought over for use.", "is_correct": false }, { "letter": "C", "text": "It is mainly a reset before attention shifts to the red bag as the next active source for the pan.", "is_correct": false }, { "letter": "D", "text": "It is mainly a quick cleanup reset that leads into rinsing the pan, setting out the takeout box as a standby, and then returning to the yellow bag for the next seasoning choice.", "is_correct": true }, { "letter": "E", "text": "It is mainly a reset before the cutting board becomes the active station again and the next task shifts back to knife work.", "is_correct": false }, { "letter": "F", "text": "It is mainly a serving transition in which the white takeout box becomes the immediate destination once the sink stop is finished.", "is_correct": false }, { "letter": "G", "text": "It is mainly a cooling step before the pan contents receive their next addition directly after the rinse.", "is_correct": false }, { "letter": "H", "text": "It is mainly a short detour before the small sauce cup becomes the next source used over the pan without another bag search.", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "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", "reasoning": "**Analyzing the Kitchen Workflow**\n\nOkay, here's the deal. I'm looking at this video sequence, and I need to figure out the *why* behind this person's actions at the kitchen sink. Let's break it down.\n\nFirst, I see the person checking their phone. Then, it's straight to the sink. They turn on the tap, and they're definitely washing their hands, maybe rinsing something too - probably a pan. Then, off goes the water. After this sink stop, I need to understand what happens. It's a key point.\n\nThe sequence: phone, sink actions, *then*... They move away from the sink area. Next, they're digging into a bag - a yellow one, it looks like. They start pulling out bottles and seasonings. Now, it's time to evaluate some options.\n\n* Option A, \"hand rinse ends bag-search,\" is out. They *return* to the bag.\n* Option B, \"wash-up before cleaning a bottle\" doesn't quite fit - no bottle cleaning, just using.\n* Option C, \"reset before shifting to the red bag\" - maybe? There's a yellow bag involved, not just a red one.\n* Option D, \"cleanup reset... rinsing pan... takeout box... yellow bag\" looks promising. This person is rinsing a pan.\n* Option E, \"reset before cutting board\" - cutting board is being used, but is it the main focus?\n* Option F, \"serving transition\" - not immediately apparent.\n* Option G, \"cooling step\" - doesn't fit.\n* Option H, \"short detour before sauce cup\" - nope.\n\nOkay, let's re-watch the sink part. Cleaning hands or rinsing a pan. Afterwards, back to the cooking area - they are grabbing seasonings, and yellow bags.\n\nLet's revisit Option D. \"cleanup reset... rinsing the pan... takeout box... yellow bag.\"\n\nWait, look at the end of the video sequence. They are still digging in a yellow bag for items.\n\nRe-examining Option C: \"reset before attention shifts to the red bag.\" There's *a* bag, but the main thing I'm seeing is a yellow bag.\n\nAlright, checking D again: \"quick cleanup reset that leads into rinsing the pan, setting out the takeout box as a standby, and then returning to the yellow bag for the next seasoning choice.\" This seems very detailed and accurate to the observed actions. The person goes back to the yellow bag.\n\nThe visual evidence: Phone. Sink. Back to the counter. Yellow bag. This flow *feels* typical kitchen workflow to me.\n\nNo red bag in the main sequence. It is the yellow bag. \"Rinse the pan\" - yes, the person is *holding* a pan. And this sequence is about the yellow bag. The action at the sink is about hygiene and pan prep.\n\nSo, Option D is the most descriptive of the sequence.\n\nNow, wait a second. Option C again... \"reset before shifting to the red bag.\" Nope, the main focus is the yellow bag. The main interaction is the yellow bag.\n\nOkay, let's be sure of Option D. \"reset that leads into rinsing the pan...\" - Well, rinsing the pan happens *at* the sink. Spot on.\n\nThe question asks about the role of the \"sink stop.\" It's washing, rinsing. A hygiene/prep reset.\n\nTherefore, D is the answer.\n\n\n", "error": null }, { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "D", "is_correct": false, "raw_response": "The correct answer is **F**.", "reasoning": "**Analyzing the Role of the Sink Stop**\n\nOkay, so the question is, *what's* the function of the sink stop in this sequence, right after the phone check? Right, let's break this down. I need to focus on what happens immediately *after* the phone interaction. So, I need to get the phone part clear in my mind. The frames I was given are like a grid, but I need to figure out their proper order. I'm seeing the phone check around frames 53-60.\n\nNow, after the phone check, the person goes straight to the sink. The initial images I'm seeing show someone rinsing something in the sink. At first, I thought they were rinsing a cutting board, which it looks like they do, but in the right order of frames it shows the rinsing of hands as well. So there it is, after the phone, it is likely that the person washes something at the sink. \n\nRinsing hands looks to be happening around frame 14. This action *immediately* precedes going to a counter where they seem to be preparing food.\nSo, the sink stop functions as a cleaning station, and it makes sense that they are cleaning the hands before preparing food. The sink is the transition point, the hand cleaning moment *before* going to the counter. The phone check is at the start and the food prep at the end. I am seeing the hand cleaning phase as the main purpose for the stop, although the rinsing of the cutting board may be included.\n\n\n", "error": null } ] }, { "eval_id": "1afe1d159533", "evaluated_at": "2026-04-28T08:31:40+00:00", "question": "After putting the phone down and turning back toward the sink, why does the person stay at the tap instead of immediately reaching into the open yellow bag?", "answer": "To rinse the pan and finish the cleanup-reset step before searching for the next ingredient again.", "distractors": [ "To rewash the cutting board so chopping can resume on a freshly cleaned surface.", "To cool the pan contents with water before any seasoning is added.", "To rinse the knife because cutting is about to restart after the phone break.", "To fill the white takeout box so it can hold a wet ingredient from the sink area.", "To wet the hands only and then go straight back to grabbing from the yellow bag.", "To wash one of the seasoning bottles before it is used near the pan.", "To use the sink as the place to open the small sauce container for the next addition." ], "num_choices": 8, "options": [ { "letter": "A", "text": "To rinse the knife because cutting is about to restart after the phone break.", "is_correct": false }, { "letter": "B", "text": "To fill the white takeout box so it can hold a wet ingredient from the sink area.", "is_correct": false }, { "letter": "C", "text": "To cool the pan contents with water before any seasoning is added.", "is_correct": false }, { "letter": "D", "text": "To rewash the cutting board so chopping can resume on a freshly cleaned surface.", "is_correct": false }, { "letter": "E", "text": "To wet the hands only and then go straight back to grabbing from the yellow bag.", "is_correct": false }, { "letter": "F", "text": "To rinse the pan and finish the cleanup-reset step before searching for the next ingredient again.", "is_correct": true }, { "letter": "G", "text": "To use the sink as the place to open the small sauce container for the next addition.", "is_correct": false }, { "letter": "H", "text": "To wash one of the seasoning bottles before it is used near the pan.", "is_correct": false } ], "accuracy": 0.0, "model_results": [ { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "E", "correct_letter": "F", "is_correct": false, "raw_response": "E", "reasoning": "**My Analysis of the \"Why\"**\n\nOkay, the user wants to know *why* the person is at the tap after putting the phone down, and they want the answer as a single letter. No explanation needed, so I'll be concise. Let's break this down. First, I need to understand what's happening in the image sequence. The person is cooking, which means cutting, washing, prepping, the usual. They have their phone out, looking at it near the sink, and then put it down (image 42). Okay. Now they're at the tap. They *clearly* turn toward the sink and wash their hands (images 43-56) before moving to the yellow bag for more ingredients (images 57+).\n\nSo, the question is why are they at the tap? I need to evaluate each option carefully, keeping hygiene in mind.\n\n* Option A: Rinse the knife? Nope.\n* Option B: Fill the takeout box? Definitely not.\n* Option C: Cool the pan? No, they already seem to have finished cooking at this stage.\n* Option D: Rewash the cutting board? No.\n* Option E: Wet the hands only and then go straight back to grabbing from the yellow bag? This one seems plausible initially. I'll need to check the exact sequence.\n* Option F: Rinse the pan and finish the cleanup-reset step... No.\n* Option G: Use the sink. Nope, that's too broad.\n* Option H: Wash a seasoning bottle? Definitely not.\n\nNow, let's look at the sequence from putting the phone down to the yellow bag. The person turns to the sink. They run water over their hands, rub them together, rinse, and dry. This action is **clearly** washing their hands! So it's about *hygiene* before handling new food. I'll re-evaluate E, even though it says *wet* - it's still the only option that mentions hands and subsequent ingredients.\n\nI need to quickly re-check the other options again.\n\n* A: Rinse knife - no.\n* B: Fill takeout box - no.\n* C: Cool pan - no.\n* D: Rewash cutting board - no.\n* E: Wet the hands only and then go straight back to grabbing from the yellow bag. (This is it).\n* F: Rinse pan - no.\n* G: Open sauce container - no.\n* H: Wash seasoning bottle - no.\n\nThe action is washing hands! The images confirm it. It's the most *hygienic* option. Even if \"wet\" is a slight simplification, it's the closest to the action - washing hands before getting more ingredients. I need to make sure the user knows I've got this right and I need to output only the letter.\n\nSo, the answer is:\n**E**\n\n\n", "error": null }, { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "F", "is_correct": false, "raw_response": "Result -> A", "reasoning": "**Analyzing the Action Sequence: What's Happening at the Sink?**\n\nOkay, so I'm looking at this sequence and trying to figure out why this person lingers at the tap after putting their phone down. The critical question here is, why do they pause before grabbing something from the yellow bag? Let's break it down.\n\nFirst, I see the initial setup: cutting board/baking tray washed and set aside. They glance at some bags, pick up the phone, and use it. Then, the phone goes down, and they turn back towards the sink. That's the key moment. What's happening *there*? Initially, it looks like they're staying at the tap without an obvious reason, but now, I see the re-examined frames.\n\nAfter looking at the frames, and taking them in order, I can confirm: they are washing their hands and *rinsing a knife*. This is the critical step. So, they rinse the knife *before* going for the ingredients in the yellow bag.\n\nNow, let's go back and examine all the answer choices:\n\n* **A) To rinse the knife because cutting is about to restart after the phone break.** This seems highly plausible. They were on the phone, perhaps they want to re-sanitize their tools.\n* **B) To fill the white takeout box...** Nope, not seeing a takeout box being filled.\n* **C) To cool the pan contents...** The pan is still on the stove. No evidence of adding water to it.\n* **D) To rewash the cutting board...** The cutting board was already cleaned, they're not going back to it now.\n* **E) To wet the hands only...** It's more than just wetting their hands.\n* **F) To rinse the pan...** The pan is also on the stove.\n* **G) To use the sink as the place to open the small sauce container...** No container is being opened, at this stage.\n* **H) To wash one of the seasoning bottles...** I am not seeing that happening.\n\nBased on the actual actions in the frames, I can see they wash their hands and pick up a knife, rinse it, and then move to the bags. The answer *must* be connected to what they are actually doing, which is washing the knife. Now, I see it's clear: they are rinsing a knife.\n\nSo, the person definitely rinses a knife at the sink before grabbing the ingredients. Now, I see the frames, and can tell: they aren't just wetting their hands, they actually pick up the knife and rinse it. Option A is the best fit: they just got off the phone and might want to clean their knife before continuing to cut. Let me look very closely. I can confirm, frames 67 and 68 show the knife being rinsed.\n\nTherefore, Option A is the answer. They stay at the tap to rinse the knife before getting back to work.\n\n\n", "error": null } ] } ] } ], "downloaded_files": [ { "path": "128_recording.mp4", "size_mb": 533.17 } ], "loaded_by": [ "5" ] }