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values | canonical_video_id stringclasses 36
values | annotator_id stringclasses 12
values | question stringlengths 27 255 | answer stringlengths 1 261 | distractors listlengths 7 7 | rationale stringclasses 11
values | options listlengths 8 8 | correct_letter stringclasses 8
values | correct_index int64 0 7 | n_options int64 8 8 | anchor_timestamp_seconds float64 9.5 2.74k ⌀ | clip_start_seconds float64 0 2.68k | clip_end_seconds float64 0 2.89k | clip_duration_seconds float64 0 1.54k | video_duration_seconds float64 0 3.19k | clip_path stringlengths 108 172 ⌀ | question_type stringclasses 7
values | qc_qtype stringclasses 10
values | difficulty stringclasses 4
values | model_accuracy float64 0 1 ⌀ | per_model_accuracy unknown | num_evals int64 0 12 | qc_mode_used stringclasses 7
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values | has_timestamp_ref bool 2
classes | question_word_count int64 5 45 | answer_word_count int64 1 47 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
875ae9a5e708 | 875ae9a5e708 | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | Why did the person remove the pot lid again at this moment? | The lid was far too large for the pot's diameter, making it impossible to use, so the person took it away to find a better-fitting one. | [
"He felt the lid was rattling too much due to excessive steam pressure, so he removed it to let the steam escape and lower the heat.",
"He noticed the liquid inside was starting to foam up and removed the lid to prevent the pot from boiling over onto the induction stove.",
"He realized he had forgotten to add a... | null | [
{
"letter": "A",
"text": "He felt the lid was rattling too much due to excessive steam pressure, so he removed it to let the steam escape and lower the heat."
},
{
"letter": "B",
"text": "He noticed the liquid inside was starting to foam up and removed the lid to prevent the pot from boiling ove... | F | 5 | 8 | 142 | 0 | 180 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/002_why-did-the-person-remove-the-pot-lid-ag_875ae9.mp4 | causal_reasoning | causal_why | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment | strict | [] | [
"K-templated-phrasing",
"L2-same-q-diff-a"
] | fixed | false | 12 | 26 |
64874ca3a40c | 64874ca3a40c | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | Why did the person place the cutting board on the opposite side of the stovetop after washing it, rather than returning it to its original spot? | The original area was too cluttered, and the person needed to clear some space to put down wontons and other ingredients. | [
"The person wanted to keep the wet board away from the electrical outlet and the nearby toaster to avoid any potential safety hazards.",
"He had finished cooking and was preparing to dry the tools and pack them away before leaving the kitchen.",
"He planned to perform the next stage of food preparation on the o... | null | [
{
"letter": "A",
"text": "The person wanted to keep the wet board away from the electrical outlet and the nearby toaster to avoid any potential safety hazards."
},
{
"letter": "B",
"text": "He had finished cooking and was preparing to dry the tools and pack them away before leaving the kitchen."... | C | 2 | 8 | 224 | 180 | 360 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/003_why-did-the-person-place-the-cutting-boa_64874c.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | fixed | false | 26 | 21 |
ee7bf3677afd | ee7bf3677afd | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | How many knives did the person wash? | 2 | [
"7",
"6",
"3",
"4",
"5",
"1",
"0"
] | null | [
{
"letter": "A",
"text": "2"
},
{
"letter": "B",
"text": "7"
},
{
"letter": "C",
"text": "6"
},
{
"letter": "D",
"text": "3"
},
{
"letter": "E",
"text": "4"
},
{
"letter": "F",
"text": "5"
},
{
"letter": "G",
"text": "1"
},
{
"l... | A | 0 | 8 | 242 | 180 | 360 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/004_how-many-knifes-did-the-person-wash_ee7bf3.mp4 | counting | count | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment | strict | [] | [] | fixed | false | 7 | 1 |
99f54b222326 | 99f54b222326 | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | How many cutting boards did the person wash during the periods / the frames shown? | 2 | [
"0",
"4",
"7",
"1",
"6",
"3",
"5"
] | null | [
{
"letter": "A",
"text": "0"
},
{
"letter": "B",
"text": "4"
},
{
"letter": "C",
"text": "7"
},
{
"letter": "D",
"text": "1"
},
{
"letter": "E",
"text": "6"
},
{
"letter": "F",
"text": "3"
},
{
"letter": "G",
"text": "5"
},
{
"l... | H | 7 | 8 | 252 | 180 | 360 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/005_how-many-cutting-boards-did-the-person-w_99f54b.mp4 | counting | count | hard | 0.2 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0,
"qwen-flash": 1
} | 2 | augment | strict | [] | [
"C-first-person-leak"
] | fixed | false | 15 | 1 |
8fd3621e031e | 8fd3621e031e | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | What is the purpose of moving the bowl to the side? | To clear space so the person can easily wipe away debris like onion skins from the stovetop. | [
"To make room for the large frying pan that needs to be placed on the front burner for cooking.",
"To reach the seasoning jars that were being obstructed by the bowl's original position.",
"To protect the ingredients inside the bowl from the heat of the nearby active burner.",
"To separate the used bowl from ... | null | [
{
"letter": "A",
"text": "To make room for the large frying pan that needs to be placed on the front burner for cooking."
},
{
"letter": "B",
"text": "To clear space so the person can easily wipe away debris like onion skins from the stovetop."
},
{
"letter": "C",
"text": "To reach t... | B | 1 | 8 | 363 | 330 | 510 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/006_what-is-the-purpose-of-moving-the-bowl-t_8fd362.mp4 | causal_reasoning | other | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0,
"qwen-flash": 0
} | 1 | augment | strict | [] | [] | fixed | false | 11 | 17 |
ddf306f35050 | ddf306f35050 | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | What is the person preparing to do by lifting the pot lid at this moment? | The person lifted the lid to check the water temperature; once they saw it was boiling, they proceeded to open the package of dumplings. | [
"He lifted the lid intending to add another pot of water and planned to wait for it to reach a boil again before adding the dumplings.",
"The person lifted the lid to check if the water was hot enough; after seeing the steam, they grabbed a strainer to remove any foam from the surface.",
"He lifted the lid to s... | null | [
{
"letter": "A",
"text": "He lifted the lid intending to add another pot of water and planned to wait for it to reach a boil again before adding the dumplings."
},
{
"letter": "B",
"text": "The person lifted the lid to check the water temperature; once they saw it was boiling, they proceeded to ... | B | 1 | 8 | 412 | 330 | 510 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/007_what-is-the-person-preparing-to-do-by-li_ddf306.mp4 | recognition | other | hard | 0.3333 | {
"qwen-flash": 1,
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment | strict | [] | [
"L2-same-q-diff-a"
] | fixed | false | 15 | 24 |
0acb84909e05 | 0acb84909e05 | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | What is the person preparing to do by lifting the pot lid at this moment? | After lifting the lid and setting it aside, the person prepared to immediately put the dumplings into the pot to begin cooking. | [
"After lifting the lid and placing it on the counter, the person intended to add a pinch of salt to the boiling water before stirring.",
"He lifted the lid and noticed the dumplings were already floating, so he prepared to turn off the heat and scoop them out onto a plate.",
"He lifted the lid to check the wate... | null | [
{
"letter": "A",
"text": "After lifting the lid and placing it on the counter, the person intended to add a pinch of salt to the boiling water before stirring."
},
{
"letter": "B",
"text": "He lifted the lid and noticed the dumplings were already floating, so he prepared to turn off the heat and... | G | 6 | 8 | 440 | 330 | 510 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/008_what-is-the-person-preparing-to-do-by-li_0acb84.mp4 | recognition | other | medium | 0.7143 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0.33333333330000003,
"qwen-flash": 1
} | 3 | augment | strict | [] | [
"L2-same-q-diff-a"
] | fixed | false | 15 | 22 |
c5ad8fb71abd | c5ad8fb71abd | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | Why is the person washing the bowl at this specific moment? | He is washing the bowl because he will need it immediately to serve the dumplings that are about to finish cooking. | [
"He needs to use the bowl as a measuring container to add a specific amount of cold water to the pot, so he is rinsing it first to ensure accuracy.",
"He is washing the bowl specifically to serve a separate portion of dumpling soup, as the dumplings themselves have already been placed on a plate.",
"He noticed ... | null | [
{
"letter": "A",
"text": "He needs to use the bowl as a measuring container to add a specific amount of cold water to the pot, so he is rinsing it first to ensure accuracy."
},
{
"letter": "B",
"text": "He is washing the bowl specifically to serve a separate portion of dumpling soup, as the dump... | H | 7 | 8 | 728 | 690 | 870 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/010_why-is-the-person-washing-the-bowl-at-th_c5ad8f.mp4 | causal_reasoning | causal_why | medium | 0.75 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0.5
} | 2 | augment | strict | [] | [] | no_change_needed | false | 11 | 21 |
3057a1ab1192 | 3057a1ab1192 | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26.json | drive-1ubh5dpuk2-47zwozhyrfo-97af087a26 | 121_recording.mp4 | 121_recording.mp4 | 1UBh5dpuk2-47zWoZHYRFoxLalj-fWIPz | 15 | How many dumplings did the person boil? | 15-20 | [
"6-10",
"26-30",
"21-25",
"11-15",
"31-35",
"36-40",
"0-5"
] | null | [
{
"letter": "A",
"text": "6-10"
},
{
"letter": "B",
"text": "26-30"
},
{
"letter": "C",
"text": "21-25"
},
{
"letter": "D",
"text": "11-15"
},
{
"letter": "E",
"text": "31-35"
},
{
"letter": "F",
"text": "15-20"
},
{
"letter": "G",
"tex... | F | 5 | 8 | 851 | 690 | 870 | 180 | 906.792 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ubh5dpuk2-47zwozhyrfo-97af087a26/011_how-many-dumplings-did-the-person-boil_3057a1.mp4 | counting | count | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | no_change_needed | false | 7 | 1 |
55fe0ed4c5d7 | 55fe0ed4c5d7 | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1.json | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1 | 93_recording.mp4 | 93_recording.mp4 | 1uFKu1PPxfGNNHAq5aRKn2oFeSLjAXp4R | 5 | Which ingredient is most likely to be used next? | Cooking oil | [
"Soy sauce",
"Char Siu Sauce",
"Shin Ramyun",
"Black pepper",
"Garlic",
"Mala chili powder",
"Bread"
] | null | [
{
"letter": "A",
"text": "Soy sauce"
},
{
"letter": "B",
"text": "Char Siu Sauce"
},
{
"letter": "C",
"text": "Shin Ramyun"
},
{
"letter": "D",
"text": "Black pepper"
},
{
"letter": "E",
"text": "Garlic"
},
{
"letter": "F",
"text": "Mala chili powd... | G | 6 | 8 | 12.9 | 0 | 198.6 | 198.6 | 2,446.766 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1/002_which-ingredient-is-most-likely-to-be-us_55fe0e.mp4 | recognition | temporal | medium | 0.7143 | {
"gemini-flash": 0.4285714286,
"gemini-31-flash-lite": 1
} | 7 | augment | strict | [] | [] | fixed | false | 9 | 2 |
973611f9eea6 | 973611f9eea6 | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1.json | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1 | 93_recording.mp4 | 93_recording.mp4 | 1uFKu1PPxfGNNHAq5aRKn2oFeSLjAXp4R | 5 | What is the most likely practical reason for choosing tongs over the other available tools at this moment? | To easily grip and flip the ingredients. | [
"To distribute the oil evenly.",
"To minimize direct hand contact for hygiene reasons.",
"To precisely arrange individual pieces.",
"To check the texture of the food.",
"To scrape the bottom of the pan.",
"To avoid hot oil splatters.",
"To test the pan's heat level."
] | null | [
{
"letter": "A",
"text": "To easily grip and flip the ingredients."
},
{
"letter": "B",
"text": "To distribute the oil evenly."
},
{
"letter": "C",
"text": "To minimize direct hand contact for hygiene reasons."
},
{
"letter": "D",
"text": "To precisely arrange individual ... | A | 0 | 8 | 239.3 | 214.4 | 444.7 | 230.3 | 2,446.766 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1/002_why-is-using-tongs-more-appropriate-than_973611.mp4 | causal_reasoning | purpose_what_for | easy | 0.9259 | {
"gemini-flash": 0.8333333333,
"gemini-31-flash-lite": 1,
"qwen-flash": 1
} | 12 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 18 | 7 |
6d20988841cc | 6d20988841cc | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1.json | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1 | 93_recording.mp4 | 93_recording.mp4 | 1uFKu1PPxfGNNHAq5aRKn2oFeSLjAXp4R | 5 | After washing the wok, what is the most likely immediate next action? | Fill the wok with water from the water dispenser. | [
"Dry the wok dry by wiping with paper towel.",
"Dry the wok dry by heating on the stove.",
"Set the wok down on the counter to prepare ingredients.",
"Scrub the inside of the wok with a steel wool pad.",
"Place the wok on the drying rack next to the sink.",
"Add oil to the wok before cooking.",
"Tear op... | null | [
{
"letter": "A",
"text": "Dry the wok dry by wiping with paper towel."
},
{
"letter": "B",
"text": "Dry the wok dry by heating on the stove."
},
{
"letter": "C",
"text": "Set the wok down on the counter to prepare ingredients."
},
{
"letter": "D",
"text": "Fill the wok wi... | D | 3 | 8 | 957.558095 | 866.6 | 1,051.1 | 184.5 | 2,446.766 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1/003_after-washing-the-wok-what-is-the-most-l_6d2098.mp4 | temporal_reasoning | temporal | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | fixed | false | 12 | 9 |
37bfa72156bd | 37bfa72156bd | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1.json | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1 | 93_recording.mp4 | 93_recording.mp4 | 1uFKu1PPxfGNNHAq5aRKn2oFeSLjAXp4R | 5 | What constraint most likely led to discarding the water from the wok and switching to a bottle for filling? | To measure the right amount of water needed. | [
"To ensure the water is filtered properly.",
"To check if the water temperature is correct.",
"To avoid spilling water while moving the wok.",
"Because the wok was too heavy and bulky.",
"To cool the wok down before cooking.",
"To mix the ingredients inside the bottle first.",
"To clean the wok with fre... | null | [
{
"letter": "A",
"text": "To ensure the water is filtered properly."
},
{
"letter": "B",
"text": "To check if the water temperature is correct."
},
{
"letter": "C",
"text": "To avoid spilling water while moving the wok."
},
{
"letter": "D",
"text": "Because the wok was to... | E | 4 | 8 | 1,057.4 | 984.3 | 1,168.9 | 184.6 | 2,446.766 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1/004_what-constraint-most-likely-led-to-disca_37bfa7.mp4 | recognition | purpose_what_for | hard | 0 | {
"qwen-flash": 0,
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 2 | augment | strict | [] | [] | no_change_needed | false | 19 | 8 |
6ca72fce39c4 | 6ca72fce39c4 | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1.json | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1 | 93_recording.mp4 | 93_recording.mp4 | 1uFKu1PPxfGNNHAq5aRKn2oFeSLjAXp4R | 5 | What is the most likely purpose of scooping up some of the liquid and inspecting it? | To check whether the liquid has developed the intended level of infusion. | [
"To confirm whether the wok was fully rinsed clean before use.",
"To judge whether the liquid has thickened to the desired consistency.",
"To check whether there is enough liquid remaining for the next step.",
"To see whether surface residue or oil needs to be removed.",
"To see whether it has reached a boi... | null | [
{
"letter": "A",
"text": "To confirm whether the wok was fully rinsed clean before use."
},
{
"letter": "B",
"text": "To check whether the liquid has developed the intended level of infusion."
},
{
"letter": "C",
"text": "To judge whether the liquid has thickened to the desired consi... | B | 1 | 8 | 1,748.725102 | 1,504.6 | 1,843.9 | 339.3 | 2,446.766 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1/005_what-is-the-most-likely-purpose-of-scoop_6ca72f.mp4 | causal_reasoning | other | medium | 0.7778 | {
"qwen-flash": 1,
"gemini-flash": 0.6666666667000001,
"gemini-31-flash-lite": 0.6666666667000001
} | 3 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 16 | 12 |
52e22031c5d8 | 52e22031c5d8 | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1.json | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1 | 93_recording.mp4 | 93_recording.mp4 | 1uFKu1PPxfGNNHAq5aRKn2oFeSLjAXp4R | 5 | What is the most likely reason for bringing the metal spoon at this point? | Because a stronger pressing tool was needed. | [
"Excess liquid had to be scooped away.",
"The amount had to be measured.",
"Only light stirring was needed.",
"The contents had to be transferred into the bowl.",
"A flat surface was needed for leveling.",
"A more controlled serving motion was needed.",
"To scrape the residue from the sides."
] | null | [
{
"letter": "A",
"text": "Excess liquid had to be scooped away."
},
{
"letter": "B",
"text": "The amount had to be measured."
},
{
"letter": "C",
"text": "Because a stronger pressing tool was needed."
},
{
"letter": "D",
"text": "Only light stirring was needed."
},
{
... | C | 2 | 8 | 2,120.15009 | 1,982 | 2,176 | 194 | 2,446.766 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1/007_before-the-metal-spoon-becomes-the-right_52e220.mp4 | causal_reasoning | purpose_what_for | hard | 0.2 | {
"qwen-flash": 0,
"gemini-flash": 0,
"gemini-31-flash-lite": 0.5
} | 2 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 14 | 7 |
5abe982740e0 | 5abe982740e0 | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1.json | drive-1ufku1ppxfgnnhaq5arkn2-bddf58bed1 | 1uFKu1PPxfGNNHAq5aRKn2oFeSLjAXp4R | 5 | At 02:00, why does the cook add a hand to the pan handle while still keeping the tongs on the browned mushrooms? | To steady the pan so the tongs can keep turning the browned mushrooms cleanly. | [
"To hold the pan still while the cook repositions the mushroom pieces in the center.",
"To start pouring the mushrooms into the white bowl nearby.",
"To grab the black spoon next and switch away from the tongs.",
"To check whether the mushrooms are stuck before reaching for another tool.",
"To lift the pan ... | null | [
{
"letter": "A",
"text": "To hold the pan still while the cook repositions the mushroom pieces in the center."
},
{
"letter": "B",
"text": "To start pouring the mushrooms into the white bowl nearby."
},
{
"letter": "C",
"text": "To steady the pan so the tongs can keep turning the bro... | C | 2 | 8 | null | 0 | 0 | 0 | 0 | null | causal_reasoning | other | unrated | null | {} | 0 | cached_eval | strict | [] | [] | skipped | true | 22 | 14 | ||
7e5cddcd1a4d | 7e5cddcd1a4d | drive-1uvly4awfpubdfimm8j8ol-788494fd07.json | drive-1uvly4awfpubdfimm8j8ol-788494fd07 | 113_recording.mp4 | 113_recording.mp4 | 1uVLY4AwfpUBdfIMm8j8OLbA_jSnbKwcy | 8 | How many items were literally taken out of the refrigerator? This means they were taken out of the fridge and by the end of the clip they had not been put back. | 0 | [
"2",
"4",
"7",
"6",
"1",
"5",
"3"
] | null | [
{
"letter": "A",
"text": "2"
},
{
"letter": "B",
"text": "4"
},
{
"letter": "C",
"text": "7"
},
{
"letter": "D",
"text": "0"
},
{
"letter": "E",
"text": "6"
},
{
"letter": "F",
"text": "1"
},
{
"letter": "G",
"text": "5"
},
{
"l... | D | 3 | 8 | 525.374051 | 339 | 547.2 | 208.2 | 1,100.98 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1uvly4awfpubdfimm8j8ol-788494fd07/002_how-many-items-were-literaturely-taken-o_7e5cdd.mp4 | counting | count | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 2 | augment | strict | [] | [
"REVIEW_ANNOTATOR_8__G2_short_answer=24%,E1_lazy_distractor=26%,F1_typo=6%"
] | fixed | false | 32 | 1 |
2b83e5c4b340 | 2b83e5c4b340 | drive-1uvly4awfpubdfimm8j8ol-788494fd07.json | drive-1uvly4awfpubdfimm8j8ol-788494fd07 | 113_recording.mp4 | 113_recording.mp4 | 1uVLY4AwfpUBdfIMm8j8OLbA_jSnbKwcy | 8 | How many ingredients were added to the meat in the bowl? | 3 | [
"0",
"2",
"5",
"7",
"6",
"4",
"1"
] | null | [
{
"letter": "A",
"text": "3"
},
{
"letter": "B",
"text": "0"
},
{
"letter": "C",
"text": "2"
},
{
"letter": "D",
"text": "5"
},
{
"letter": "E",
"text": "7"
},
{
"letter": "F",
"text": "6"
},
{
"letter": "G",
"text": "4"
},
{
"l... | A | 0 | 8 | 604.662646 | 482.3 | 667.8 | 185.5 | 1,100.98 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1uvly4awfpubdfimm8j8ol-788494fd07/003_how-many-ingrediens-were-added-to-the-me_2b83e5.mp4 | counting | count | easy | 1 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 1
} | 1 | augment | strict | [] | [
"REVIEW_ANNOTATOR_8__G2_short_answer=24%,E1_lazy_distractor=26%,F1_typo=6%"
] | fixed | false | 11 | 1 |
1546ab57dfd8 | 1546ab57dfd8 | drive-1uzfzg1bawc699529-ymg4-8381e21cf0.json | drive-1uzfzg1bawc699529-ymg4-8381e21cf0 | 35_recording.mp4 | 35_recording.mp4 | 1UZFZG1bAWc699529_YMg4l39JEq8vZqf | 7 | Why did the person place the knife and utensils on the cutting board? | The person placed them on the cutting board to keep them on a clean surface. | [
"The person put them there because it was a convenient place to keep the utensils.",
"The person placed them on the cutting board to make the kitchen look neat and tidy.",
"The person placed them there to warm them up.",
"The person put them there to prepare for chopping more ingredients.",
"The person plac... | null | [
{
"letter": "A",
"text": "The person put them there because it was a convenient place to keep the utensils."
},
{
"letter": "B",
"text": "The person placed them on the cutting board to make the kitchen look neat and tidy."
},
{
"letter": "C",
"text": "The person placed them there to ... | H | 7 | 8 | 831.454205 | 728 | 946 | 218 | 946.971 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1uzfzg1bawc699529-ymg4-8381e21cf0/003_why-did-the-person-place-the-knife-and-u_1546ab.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 2 | cached_eval | strict | [] | [
"K-templated-phrasing"
] | skipped | false | 13 | 15 |
c7e3d07f1b49 | c7e3d07f1b49 | drive-1vaqabntybbqa-t-vey-40-88de6e42da.json | drive-1vaqabntybbqa-t-vey-40-88de6e42da | 108_recording.mp4 | 108_recording.mp4 | 1VaqABntYbBQA_t_vEy-40Rx3HBOq0sfv | 17 | Why do we put the ingredients close to the pot after adding the oil? | The time spent gathering the ingredients can be used for heating the oil. | [
"To ensure the ingredients are added quickly before the oil starts smoking.",
"In order to utilize the radiant heat around the stove to preheat the chilled ingredients in advance, reduce the temperature difference between the ingredients and the hot oil, and thus avoid the sudden drastic thermal expansion and con... | null | [
{
"letter": "A",
"text": "To ensure the ingredients are added quickly before the oil starts smoking."
},
{
"letter": "B",
"text": "In order to utilize the radiant heat around the stove to preheat the chilled ingredients in advance, reduce the temperature difference between the ingredients and th... | F | 5 | 8 | 13.7 | 0 | 186 | 186 | 1,227.186 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vaqabntybbqa-t-vey-40-88de6e42da/002_why-do-we-put-the-ingredients-close-to-t_c7e3d0.mp4 | causal_reasoning | temporal | medium | 0.5 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | no_change_needed | false | 14 | 13 |
1bfc120a95a1 | 1bfc120a95a1 | drive-1vaqabntybbqa-t-vey-40-88de6e42da.json | drive-1vaqabntybbqa-t-vey-40-88de6e42da | 108_recording.mp4 | 108_recording.mp4 | 1VaqABntYbBQA_t_vEy-40Rx3HBOq0sfv | 17 | Why is the cutting board washed directly after being put into the sink? | There is residual salt on top to prevent it from solidifying. | [
"because no food on cutting board, and need to clean directly to prevent cutting board dirty",
"To rinse off the raw meat juices to avoid cross-contamination.",
"To wash away the pungent onion smell before using it again.",
"Prevent the acidic juices remaining on the chopping board from coming into prolonged ... | null | [
{
"letter": "A",
"text": "There is residual salt on top to prevent it from solidifying."
},
{
"letter": "B",
"text": "because no food on cutting board, and need to clean directly to prevent cutting board dirty"
},
{
"letter": "C",
"text": "To rinse off the raw meat juices to avoid cr... | A | 0 | 8 | 542.268786 | 500 | 685 | 185 | 1,227.186 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vaqabntybbqa-t-vey-40-88de6e42da/003_why-after-put-the-cutting-board-into-sin_1bfc12.mp4 | causal_reasoning | causal_why | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | fixed | false | 13 | 11 |
d6d43c80e5ef | d6d43c80e5ef | drive-1vaqabntybbqa-t-vey-40-88de6e42da.json | drive-1vaqabntybbqa-t-vey-40-88de6e42da | 108_recording.mp4 | 108_recording.mp4 | 1VaqABntYbBQA_t_vEy-40Rx3HBOq0sfv | 17 | Why is it necessary to wash a spoon and use a paper towel to wipe it clean before scooping salt with a spoon? | To clean the spoon and dry it to prevent the salt from becoming humid. | [
"In order to eliminate the weak static electricity that is generated on the surface of the metal spoon after it has just been washed through the physical friction of the paper towel, and to prevent small salt particles from being adsorbed on the bottom of the spoon due to static electricity, which could result in t... | null | [
{
"letter": "A",
"text": "In order to eliminate the weak static electricity that is generated on the surface of the metal spoon after it has just been washed through the physical friction of the paper towel, and to prevent small salt particles from being adsorbed on the bottom of the spoon due to static ele... | E | 4 | 8 | 607.450055 | 585 | 782 | 197 | 1,227.186 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vaqabntybbqa-t-vey-40-88de6e42da/004_why-is-it-necessary-to-wash-a-spoon-and-_d6d43c.mp4 | causal_reasoning | causal_why | easy | 1 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 1
} | 2 | augment | strict | [] | [
"G1-truncated-answer"
] | fixed | false | 23 | 14 |
95f0b439146a | 95f0b439146a | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e.json | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e | 63_recording.mp4 | 63_recording.mp4 | 1vJK8LHvqLQsOyM__oPb8E0nZOpzBG-2t | 2 | Why does the user close the lid of the empty wok after moving the meat to the plate? | To maintain the internal heat of the wok for the next round of cooking. | [
"To wait for the plate to be moved further away from the stove.",
"To prevent the oil from splashing onto the user's clothes.",
"Because the user mistakenly thought the meat was still inside.",
"To extinguish a small fire that started in the empty wok.",
"To shield the user's face from the intense heat radi... | null | [
{
"letter": "A",
"text": "To wait for the plate to be moved further away from the stove."
},
{
"letter": "B",
"text": "To prevent the oil from splashing onto the user's clothes."
},
{
"letter": "C",
"text": "Because the user mistakenly thought the meat was still inside."
},
{
... | F | 5 | 8 | 210 | 0 | 240 | 240 | 1,412.728 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e/001_why-does-the-user-close-the-lid-of-the-e_95f0b4.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 18 | 14 |
7911b422fd43 | 7911b422fd43 | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e.json | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e | 63_recording.mp4 | 63_recording.mp4 | 1vJK8LHvqLQsOyM__oPb8E0nZOpzBG-2t | 2 | What is the specific mechanical interaction between the knife and the meat slice? | Sliding the blade underneath the slice and slightly tilting it to reveal the internal color. | [
"Holding the knife vertically to pierce through the center of the meat to check the temperature.",
"Pressing the flat side of the blade firmly onto the top of the meat to squeeze out excess juice.",
"Tapping the surface of the meat with the knife handle to check its firmness.",
"Dragging the knife point acros... | null | [
{
"letter": "A",
"text": "Holding the knife vertically to pierce through the center of the meat to check the temperature."
},
{
"letter": "B",
"text": "Pressing the flat side of the blade firmly onto the top of the meat to squeeze out excess juice."
},
{
"letter": "C",
"text": "Tappi... | G | 6 | 8 | 260 | 210 | 390 | 180 | 1,412.728 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e/002_what-is-the-user-s-primary-goal-in-using_7911b4.mp4 | recognition | other | easy | 0.8333 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 0.6666666667000001
} | 3 | augment | strict | [] | [] | fixed | false | 13 | 15 |
826e7dc14933 | 826e7dc14933 | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e.json | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e | 63_recording.mp4 | 63_recording.mp4 | 1vJK8LHvqLQsOyM__oPb8E0nZOpzBG-2t | 2 | Why does the user perform the slicing of the meat while the wok lid is closed? | To utilize the idle time required for other meat to cook under the steam. | [
"Because the user cannot open the lid until the meat on the plate is fully sliced.",
"Because the meat needs the ambient heat from the closed wok to be sliced cleanly.",
"To hide the slicing action from the other person in the kitchen.",
"To prevent the smell of the raw meat in the wok from reaching the cooke... | null | [
{
"letter": "A",
"text": "Because the user cannot open the lid until the meat on the plate is fully sliced."
},
{
"letter": "B",
"text": "Because the meat needs the ambient heat from the closed wok to be sliced cleanly."
},
{
"letter": "C",
"text": "To hide the slicing action from th... | H | 7 | 8 | 684 | 630 | 840 | 210 | 1,412.728 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e/004_why-does-the-user-start-slicing-the-meat_826e7d.mp4 | causal_reasoning | causal_why | medium | 0.75 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0.5
} | 2 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 16 | 14 |
0234f9dab889 | 0234f9dab889 | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e.json | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e | 63_recording.mp4 | 63_recording.mp4 | 1vJK8LHvqLQsOyM__oPb8E0nZOpzBG-2t | 2 | What is on the plate at 02:10? | None | [
"The meat",
"The oil.",
"The lid.",
"Salt",
"Dirt",
"A paper towel.",
"The spatula."
] | null | [
{
"letter": "A",
"text": "The meat"
},
{
"letter": "B",
"text": "The oil."
},
{
"letter": "C",
"text": "The lid."
},
{
"letter": "D",
"text": "Salt"
},
{
"letter": "E",
"text": "Dirt"
},
{
"letter": "F",
"text": "A paper towel."
},
{
"lette... | G | 6 | 8 | 110 | 0 | 240 | 240 | 1,412.728 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e/006_why-does-the-user-place-the-empty-plate-_0234f9.mp4 | recognition | other | easy | 0.9167 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0.8333333333
} | 6 | augment | strict | [] | [
"M-meta-answer"
] | needs_human_review | true | 7 | 1 |
1a3c210ed9d7 | 1a3c210ed9d7 | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e.json | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e | 63_recording.mp4 | 63_recording.mp4 | 1vJK8LHvqLQsOyM__oPb8E0nZOpzBG-2t | 2 | The user lifts the meat with the spatula inside the wok. Based on the previous routine, what is the next action the user will perform? | Transferring the meat from the wok to the plate. | [
"Dunking the meat into the sink to stop the cooking process immediately.",
"Adding a splash of soy sauce over the cooked meat.",
"Using the spatula to cut the meat into smaller pieces inside the wok.",
"Sprinkling salt directly onto the meat while it is being held up.",
"Placing the spatula on the counter t... | null | [
{
"letter": "A",
"text": "Dunking the meat into the sink to stop the cooking process immediately."
},
{
"letter": "B",
"text": "Adding a splash of soy sauce over the cooked meat."
},
{
"letter": "C",
"text": "Using the spatula to cut the meat into smaller pieces inside the wok."
},... | F | 5 | 8 | 590 | 410 | 590 | 180 | 1,412.728 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e/008_the-user-lifts-the-meat-with-the-spatula_1a3c21.mp4 | recognition | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 1
} | 1 | augment | strict | [] | [] | no_change_needed | false | 25 | 9 |
8e653896a1a0 | 8e653896a1a0 | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e.json | drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e | 63_recording.mp4 | 63_recording.mp4 | 1vJK8LHvqLQsOyM__oPb8E0nZOpzBG-2t | 2 | Why does the user stop slicing and set down the knife? | To shift focus back to the stove and attend to the meat currently cooking in the wok. | [
"Because they heard a timer go off indicating the resting period is over.",
"To pick up a larger chef's knife from the sink to handle the bigger pieces.",
"To grab a wooden spoon and stir the vegetables that are starting to brown in the pan.",
"To clean the blood and juices off the cutting board with a paper ... | null | [
{
"letter": "A",
"text": "Because they heard a timer go off indicating the resting period is over."
},
{
"letter": "B",
"text": "To pick up a larger chef's knife from the sink to handle the bigger pieces."
},
{
"letter": "C",
"text": "To grab a wooden spoon and stir the vegetables th... | D | 3 | 8 | 1,080.280648 | 1,010 | 1,190 | 180 | 1,412.728 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vjk8lhvqlqsoym-opb8e0-c36ed2163e/009_why-does-the-user-stop-slicing-and-set-d_8e6538.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 1
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 11 | 17 |
f10c2ee59dd6 | f10c2ee59dd6 | drive-1vm0wjjajhzvu8nu6okuga-2899f0c901.json | drive-1vm0wjjajhzvu8nu6okuga-2899f0c901 | 94_recording.mp4 | 94_recording.mp4 | 1VM0WjJajHzVu8nu6oKuGA7pxXNuaU0ia | 8 | How many tomatoes are chopped during the video? | 2 | [
"3",
"5",
"4",
"0",
"7",
"1",
"6"
] | null | [
{
"letter": "A",
"text": "3"
},
{
"letter": "B",
"text": "5"
},
{
"letter": "C",
"text": "4"
},
{
"letter": "D",
"text": "0"
},
{
"letter": "E",
"text": "7"
},
{
"letter": "F",
"text": "2"
},
{
"letter": "G",
"text": "1"
},
{
"l... | F | 5 | 8 | 860.3 | 787.5 | 1,099.6 | 312.1 | 2,613.869 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vm0wjjajhzvu8nu6okuga-2899f0c901/003_how-many-tomatos-are-chopped-during-the-_f10c2e.mp4 | counting | count | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | augment | strict | [] | [
"F1-typo",
"REVIEW_ANNOTATOR_8__G2_short_answer=24%,E1_lazy_distractor=26%,F1_typo=6%",
"llm_verdict_unclear"
] | fixed | false | 8 | 1 |
0101eabfd593 | 0101eabfd593 | drive-1vm0wjjajhzvu8nu6okuga-2899f0c901.json | drive-1vm0wjjajhzvu8nu6okuga-2899f0c901 | 94_recording.mp4 | 94_recording.mp4 | 1VM0WjJajHzVu8nu6oKuGA7pxXNuaU0ia | 8 | How many time did the sause added to the port? | 4 | [
"1",
"6",
"7",
"5",
"2",
"3",
"0"
] | null | [
{
"letter": "A",
"text": "1"
},
{
"letter": "B",
"text": "6"
},
{
"letter": "C",
"text": "4"
},
{
"letter": "D",
"text": "7"
},
{
"letter": "E",
"text": "5"
},
{
"letter": "F",
"text": "2"
},
{
"letter": "G",
"text": "3"
},
{
"l... | C | 2 | 8 | 1,388.779621 | 1,341.3 | 1,526.6 | 185.3 | 2,613.869 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vm0wjjajhzvu8nu6okuga-2899f0c901/005_how-many-time-did-the-sause-added-to-the_0101ea.mp4 | counting | count | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | cached_eval | strict | [] | [
"REVIEW_ANNOTATOR_8__G2_short_answer=24%,E1_lazy_distractor=26%,F1_typo=6%"
] | skipped | false | 10 | 1 |
509eb99236d0 | 509eb99236d0 | drive-1vwylfq0xnhgf2zorbgikw-0064cc3f85.json | drive-1vwylfq0xnhgf2zorbgikw-0064cc3f85 | 64_recording.mp4 | 64_recording.mp4 | 1vWYlFQ0XnHGF2zORBGIKwrzJc6bO9YfU | 18 | What does the shift from repeated cup transfers to direct bowl handling after the fifth pour most likely indicate? | The task shifts from adding portions to managing the accumulated rice more directly. | [
"The rice surface now matters, but the next step has not started yet.",
"The bowl now needs closer handling mainly for stability.",
"The earlier additions created a temporary arrangement that now needs to be maintained.",
"The person is checking the bowl’s fill level more closely.",
"The measuring phase is ... | null | [
{
"letter": "A",
"text": "The rice surface now matters, but the next step has not started yet."
},
{
"letter": "B",
"text": "The bowl now needs closer handling mainly for stability."
},
{
"letter": "C",
"text": "The earlier additions created a temporary arrangement that now needs to ... | D | 3 | 8 | 118.861703 | 59 | 240 | 181 | 341.908 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1vwylfq0xnhgf2zorbgikw-0064cc3f85/003_why-does-the-person-bring-the-bowl-close_509eb9.mp4 | temporal_reasoning | temporal | easy | 0.8333 | {
"gemini-flash": 0.6666666667000001,
"gemini-31-flash-lite": 1
} | 3 | reduce | strict | [] | [] | no_change_needed | false | 19 | 13 |
005c67835afd | 005c67835afd | drive-1yar7sybgdnlw-6r1kbw0k-0eb6e99a4f.json | drive-1yar7sybgdnlw-6r1kbw0k-0eb6e99a4f | 99_recording.mp4 | 99_recording.mp4 | 1YAR7sYbgdnlW-6R1KbW0KS1w-UHbeDKA | 2 | The user takes a bowl to the sink. Based on the visual evidence at this moment, what is the functional purpose of this specific action? | To collect a precise volume of water to be added later to the frying garlic, ensuring the sauce reaches a thinner, pourable consistency. | [
"To rinse the bowl and remove any leftover food residue, preparing it as a clean vessel for plating the final dish.",
"To fill the bowl with cold water to create an ice bath for shocking the blanched garlic, stopping the cooking process immediately to maintain its texture.",
"To soak the bowl in water to preven... | null | [
{
"letter": "A",
"text": "To collect a precise volume of water to be added later to the frying garlic, ensuring the sauce reaches a thinner, pourable consistency."
},
{
"letter": "B",
"text": "To rinse the bowl and remove any leftover food residue, preparing it as a clean vessel for plating the ... | A | 0 | 8 | 404.600386 | 388.8 | 588.3 | 199.5 | 588.364 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yar7sybgdnlw-6r1kbw0k-0eb6e99a4f/002_observe-the-user-s-action-at-where-a-bow_005c67.mp4 | recognition | other | easy | 0.8333 | {
"gemini-flash": 0.6666666667000001,
"gemini-31-flash-lite": 1
} | 3 | augment | strict | [] | [
"F2-dangling-ref"
] | fixed | false | 25 | 23 |
a7762ba5d967 | a7762ba5d967 | drive-1yar7sybgdnlw-6r1kbw0k-0eb6e99a4f.json | drive-1yar7sybgdnlw-6r1kbw0k-0eb6e99a4f | 99_recording.mp4 | 99_recording.mp4 | 1YAR7sYbgdnlW-6R1KbW0KS1w-UHbeDKA | 2 | The user swaps the deep pot for a shallow pan. Which physical constraint of the pot makes it less efficient than the pan for the subsequent garlic-frying stage? | The high vertical walls of the pot obstruct the low-angle horizontal movement of the chopsticks, making it difficult to spread and sear the small garlic bits evenly. | [
"The user intends to save the pot for a secondary boiling task later and needs to keep it clean and available.",
"The pot's thick base takes too long to reach the high temperature needed for flash-frying garlic, leading to a slow oil infusion rather than a quick aromatic sear.",
"The pot’s narrow base causes th... | null | [
{
"letter": "A",
"text": "The high vertical walls of the pot obstruct the low-angle horizontal movement of the chopsticks, making it difficult to spread and sear the small garlic bits evenly."
},
{
"letter": "B",
"text": "The user intends to save the pot for a secondary boiling task later and ne... | A | 0 | 8 | 317.101039 | 198.8 | 388.8 | 190 | 588.364 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yar7sybgdnlw-6r1kbw0k-0eb6e99a4f/003_at-the-user-deliberately-swaps-the-deep-_a7762b.mp4 | temporal_reasoning | state_compare | easy | 0.875 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 0.75
} | 4 | augment | strict | [] | [] | no_change_needed | false | 28 | 27 |
c1dc80679084 | c1dc80679084 | drive-1yhhpojmnx3lydnolvgoox-33a7552feb.json | drive-1yhhpojmnx3lydnolvgoox-33a7552feb | 56_rectified.mp4 | 56_rectified.mp4 | 1YHhPOjmnX3lYdnOlVgoOXOd1PVox4RpR | 15 | Why did the person place the small measuring cup into the plate? | To prevent any water from spilling out of the small measuring cup and onto the work surface during the experiment. | [
"He is using the plate as an overflow catch-basin to measure the exact volume of water displaced by an object he will submerge in the cup later.",
"To prevent the ping pong ball balanced on top of the small measuring cup from rolling away and falling onto the floor.",
"To provide a stable base for the small mea... | null | [
{
"letter": "A",
"text": "He is using the plate as an overflow catch-basin to measure the exact volume of water displaced by an object he will submerge in the cup later."
},
{
"letter": "B",
"text": "To prevent the ping pong ball balanced on top of the small measuring cup from rolling away and f... | G | 6 | 8 | 52 | 0 | 180 | 180 | 948.28 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhhpojmnx3lydnolvgoox-33a7552feb/001_why-did-the-person-place-the-small-measu_c1dc80.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 1
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 12 | 20 |
c953717c8d69 | c953717c8d69 | drive-1yhhpojmnx3lydnolvgoox-33a7552feb.json | drive-1yhhpojmnx3lydnolvgoox-33a7552feb | 56_rectified.mp4 | 56_rectified.mp4 | 1YHhPOjmnX3lYdnOlVgoOXOd1PVox4RpR | 15 | What is the person currently doing? | He is using a dropper to collect a small amount of milk from a plastic cup and is adding it into a transparent bottle. | [
"He is turning on a flashlight to shine it through the bottom of the transparent bottle to observe the color of the milk and water mixture.",
"He is using a digital scale to weigh the empty plastic cup to calibrate the starting mass before any milk is added.",
"He is carefully cleaning the tip of the dropper wi... | null | [
{
"letter": "A",
"text": "He is turning on a flashlight to shine it through the bottom of the transparent bottle to observe the color of the milk and water mixture."
},
{
"letter": "B",
"text": "He is using a dropper to collect a small amount of milk from a plastic cup and is adding it into a tr... | B | 1 | 8 | 169 | 0 | 180 | 180 | 948.28 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhhpojmnx3lydnolvgoox-33a7552feb/002_what-is-the-person-currently-doing_c95371.mp4 | recognition | other | medium | 0.75 | {
"gemini-31-flash-lite": 0.5,
"gemini-flash": 1
} | 2 | augment | strict | [] | [] | no_change_needed | false | 6 | 24 |
29a4ace346d8 | 29a4ace346d8 | drive-1yhhpojmnx3lydnolvgoox-33a7552feb.json | drive-1yhhpojmnx3lydnolvgoox-33a7552feb | 56_rectified.mp4 | 56_rectified.mp4 | 1YHhPOjmnX3lYdnOlVgoOXOd1PVox4RpR | 15 | Why did the person take out the piece of cardboard? | Next, he will place the cardboard onto a measuring cup filled with water and then place coins on top to conduct an experiment on surface tension. | [
"He plans to place the cardboard under the measuring cup as a coaster to prevent water from spilling onto the table surface.",
"He intends to use the cardboard to cover the measuring cup and quickly flip it over to demonstrate atmospheric pressure.",
"He will fold the cardboard into a makeshift funnel to pour a... | null | [
{
"letter": "A",
"text": "He plans to place the cardboard under the measuring cup as a coaster to prevent water from spilling onto the table surface."
},
{
"letter": "B",
"text": "He intends to use the cardboard to cover the measuring cup and quickly flip it over to demonstrate atmospheric press... | F | 5 | 8 | 380 | 300 | 480 | 180 | 948.28 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhhpojmnx3lydnolvgoox-33a7552feb/003_why-did-the-person-take-out-the-piece-of_29a4ac.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 1
} | 1 | augment | strict | [] | [
"G1-truncated-answer",
"K-templated-phrasing"
] | fixed | false | 10 | 26 |
9f58adb55980 | 9f58adb55980 | drive-1yhhpojmnx3lydnolvgoox-33a7552feb.json | drive-1yhhpojmnx3lydnolvgoox-33a7552feb | 56_rectified.mp4 | 56_rectified.mp4 | 1YHhPOjmnX3lYdnOlVgoOXOd1PVox4RpR | 15 | What did the person add using a sampling spoon? | Sugar | [
"Cocoa",
"Flour",
"Starch",
"Salt",
"Milk",
"Washing powder",
"Detergent"
] | null | [
{
"letter": "A",
"text": "Cocoa"
},
{
"letter": "B",
"text": "Flour"
},
{
"letter": "C",
"text": "Sugar"
},
{
"letter": "D",
"text": "Starch"
},
{
"letter": "E",
"text": "Salt"
},
{
"letter": "F",
"text": "Milk"
},
{
"letter": "G",
"tex... | C | 2 | 8 | 525 | 450 | 750 | 300 | 948.28 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhhpojmnx3lydnolvgoox-33a7552feb/004_what-did-the-person-add-using-sampling-s_9f58ad.mp4 | recognition | other | medium | 0.5 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | fixed | false | 9 | 1 |
8bc68775d318 | 8bc68775d318 | drive-1yhhpojmnx3lydnolvgoox-33a7552feb.json | drive-1yhhpojmnx3lydnolvgoox-33a7552feb | 56_rectified.mp4 | 56_rectified.mp4 | 1YHhPOjmnX3lYdnOlVgoOXOd1PVox4RpR | 15 | Why did the person tear off a sheet of kitchen paper at this moment? | To wrap up the paper that was just used in the experiment. | [
"To clean the surface of the table after the liquid spilled.",
"To use an elastic band to tie it over a funnel for an experiment.",
"To wipe his hands.",
"To dry the glass slide before placing it under the microscope.",
"To make small paper balls to plug the opening of the transparent bottle.",
"To draw a... | null | [
{
"letter": "A",
"text": "To clean the surface of the table after the liquid spilled."
},
{
"letter": "B",
"text": "To use an elastic band to tie it over a funnel for an experiment."
},
{
"letter": "C",
"text": "To wipe his hands."
},
{
"letter": "D",
"text": "To dry the ... | E | 4 | 8 | 788 | 630 | 870 | 240 | 948.28 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhhpojmnx3lydnolvgoox-33a7552feb/006_why-did-the-person-tear-off-a-sheet-of-k_8bc687.mp4 | causal_reasoning | causal_why | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 14 | 12 |
cdd88ad76cc8 | cdd88ad76cc8 | drive-1yhhpojmnx3lydnolvgoox-33a7552feb.json | drive-1yhhpojmnx3lydnolvgoox-33a7552feb | 56_rectified.mp4 | 56_rectified.mp4 | 1YHhPOjmnX3lYdnOlVgoOXOd1PVox4RpR | 15 | During this period, how many times did the small paper ball fall out of the transparent bottle or from the bottle opening? | 2 | [
"6",
"3",
"1",
"5",
"0",
"7",
"4"
] | null | [
{
"letter": "A",
"text": "6"
},
{
"letter": "B",
"text": "3"
},
{
"letter": "C",
"text": "2"
},
{
"letter": "D",
"text": "1"
},
{
"letter": "E",
"text": "5"
},
{
"letter": "F",
"text": "0"
},
{
"letter": "G",
"text": "7"
},
{
"l... | C | 2 | 8 | 898 | 750 | 948 | 198 | 948.28 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhhpojmnx3lydnolvgoox-33a7552feb/007_during-this-period-how-many-times-did-th_cdd88a.mp4 | recognition | other | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | no_change_needed | false | 22 | 1 |
3ba9637688ad | 3ba9637688ad | drive-1yhhpojmnx3lydnolvgoox-33a7552feb.json | drive-1yhhpojmnx3lydnolvgoox-33a7552feb | 56_rectified.mp4 | 56_rectified.mp4 | 1YHhPOjmnX3lYdnOlVgoOXOd1PVox4RpR | 15 | Why did the person blow air into the bottle that was plugged with a paper ball? | To conduct an air pressure experiment. | [
"To create a temporary vacuum effect.",
"To test the bottle's airtight seal.",
"., attempting to produce a whistling sound through the gaps between the paper ball and the bottle neck.",
"To force the paper ball deeper into the bottle.",
"To clear debris from the opening.",
"To increase the humidity inside... | null | [
{
"letter": "A",
"text": "To create a temporary vacuum effect."
},
{
"letter": "B",
"text": "To test the bottle's airtight seal."
},
{
"letter": "C",
"text": "To conduct an air pressure experiment."
},
{
"letter": "D",
"text": "., attempting to produce a whistling sound t... | C | 2 | 8 | 904 | 750 | 948 | 198 | 948.28 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhhpojmnx3lydnolvgoox-33a7552feb/008_why-did-the-person-blow-air-into-the-bot_3ba963.mp4 | causal_reasoning | causal_why | easy | 0.9333 | {
"gemini-31-flash-lite": 0.8571428571,
"gemini-flash": 1,
"qwen-flash": 1
} | 7 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 16 | 6 |
4616fc2c682e | 4616fc2c682e | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | What earlier, current or later state was the reason that the person decided to wash the cutting board and knife now? | Because later on the person will cut the garlic on the board. | [
"Because there were food scraps on the cutting board and he need to wash it to cut new food later on.",
"Because later on he will use the knife to cut the pork on the board.",
"Because earlier on he just finished cutting meat and need to wash the board to avoid cross contamination.",
"Because earlier on he ju... | null | [
{
"letter": "A",
"text": "Because later on the person will cut the garlic on the board."
},
{
"letter": "B",
"text": "Because there were food scraps on the cutting board and he need to wash it to cut new food later on."
},
{
"letter": "C",
"text": "Because later on he will use the kn... | A | 0 | 8 | 33.5161 | 0 | 180 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/001_what-earlier-current-or-later-state-was-_4616fc.mp4 | causal_reasoning | other | medium | 0.5 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | fixed | false | 21 | 12 |
69688ec5da82 | 69688ec5da82 | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | Why did the person turn on the tap to wash something? | He was washing the garlic because he needed to mince it and use clean garlic for his dish. | [
"He was rinsing the garlic press to remove leftover residue before mincing a fresh batch of cloves.",
"He was cleaning the bowl used for the garlic to prepare it for the next step of the recipe.",
"He had just finished peeling the garlic and needed to wash the garlic skins because they were dirty.",
"He accid... | null | [
{
"letter": "A",
"text": "He was washing the garlic because he needed to mince it and use clean garlic for his dish."
},
{
"letter": "B",
"text": "He was rinsing the garlic press to remove leftover residue before mincing a fresh batch of cloves."
},
{
"letter": "C",
"text": "He was c... | A | 0 | 8 | 181 | 150 | 330 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/002_why-did-the-person-turn-on-the-tap-to-wa_69688e.mp4 | causal_reasoning | causal_why | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | no_change_needed | false | 11 | 18 |
bd258192ddc6 | bd258192ddc6 | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | What earlier state led the person to take the bowl, turn on the tap, and wash away the ingredients? | The person realized they had accidentally added too much ketchup, making the mixture too sour, so they needed to wash the bowl and start the preparation over. | [
"After pouring it out, he realized the ketchup had gone bad, so he needed to wash the bowl and use a fresh bottle to remake the sauce.",
"He noticed the bowl still had some oily residue from a previous dish that was affecting the sauce's consistency, so he needed to scrub it thoroughly before starting again.",
... | null | [
{
"letter": "A",
"text": "After pouring it out, he realized the ketchup had gone bad, so he needed to wash the bowl and use a fresh bottle to remake the sauce."
},
{
"letter": "B",
"text": "He noticed the bowl still had some oily residue from a previous dish that was affecting the sauce's consis... | G | 6 | 8 | 347 | 286 | 466 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/003_what-earlier-state-led-the-person-to-tak_bd2581.mp4 | temporal_reasoning | other | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment | strict | [] | [] | fixed | false | 19 | 27 |
e1a9082adcdd | e1a9082adcdd | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | Why did the person pick up the knife to cut, but then put it back down? | The person had just finished trimming the ends of the onion and put the knife down to switch to peeling the skin. | [
"The onion was stinging his eyes so much that he had to stop, put the knife down, and wash his hands before continuing.",
"The knife was a bit dull. After a quick attempt, he realized it wasn't sharp enough to cut through, so he put it down to grab a different one.",
"He noticed there were stains on the blade a... | null | [
{
"letter": "A",
"text": "The onion was stinging his eyes so much that he had to stop, put the knife down, and wash his hands before continuing."
},
{
"letter": "B",
"text": "The knife was a bit dull. After a quick attempt, he realized it wasn't sharp enough to cut through, so he put it down to ... | D | 3 | 8 | 517 | 470 | 650 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/004_why-did-the-person-pick-up-the-knife-to-_e1a908.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | fixed | false | 16 | 22 |
d6c87e5f0622 | d6c87e5f0622 | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | Why did the person turn off the induction cooktop at this moment? | Just as the person was pouring the oil, the person realized the water in the pan hadn't fully evaporated yet, causing the oil to splatter. The person needed to turn off the heat to let the pan cool down. | [
"He heard his phone ringing in the other room and decided to turn off the induction cooktop for safety before leaving the kitchen to answer the call.",
"The person saw that the surface of the induction cooktop was covered in food residue from a previous meal. He turned off the power to wipe the glass clean with a... | null | [
{
"letter": "A",
"text": "He heard his phone ringing in the other room and decided to turn off the induction cooktop for safety before leaving the kitchen to answer the call."
},
{
"letter": "B",
"text": "The person saw that the surface of the induction cooktop was covered in food residue from a... | E | 4 | 8 | 735 | 660 | 840 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/005_why-did-the-person-turn-off-the-inductio_d6c87e.mp4 | causal_reasoning | causal_why | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | fixed | false | 12 | 39 |
6933ab1adce1 | 6933ab1adce1 | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | Based on the preceding or succeeding events, identify the reason why the person put down the spatula instead of plating the eggs. | The person suddenly realized they had forgotten to add the seasoning, so they hurried to grab it and poured it into the pan. | [
"He found that the eggs were stuck to the bottom of the pan and hard to scoop out, so he put the spatula down to grab a more suitable tool to scrape them off.",
"He heard the timer go off for another dish in the oven, so he put the spatula down to check on the food before it overcooked.",
"He realized he had fo... | null | [
{
"letter": "A",
"text": "He found that the eggs were stuck to the bottom of the pan and hard to scoop out, so he put the spatula down to grab a more suitable tool to scrape them off."
},
{
"letter": "B",
"text": "He heard the timer go off for another dish in the oven, so he put the spatula down... | H | 7 | 8 | 902 | 840 | 1,020 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/006_based-on-the-preceding-or-succeeding-eve_6933ab.mp4 | causal_reasoning | other | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | fixed | false | 22 | 23 |
ade2f200279d | ade2f200279d | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | Why did the person move the knife to the edge of the plate? | The person is about to serve the eggs onto the plate, so the person moved the knife to the side to make room for them. | [
"He placed the knife at the edge of the plate in anticipation of needing it to slice the eggs after he finishes dishing them out.",
"He moved the knife to the edge of the plate to clear a space for the toast he is about to transfer from the toaster.",
"He had finished using the knife to prep other ingredients a... | null | [
{
"letter": "A",
"text": "The person is about to serve the eggs onto the plate, so the person moved the knife to the side to make room for them."
},
{
"letter": "B",
"text": "He placed the knife at the edge of the plate in anticipation of needing it to slice the eggs after he finishes dishing th... | A | 0 | 8 | 1,004 | 840 | 1,020 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/007_why-did-the-person-move-the-knife-to-the_ade2f2.mp4 | causal_reasoning | causal_why | medium | 0.75 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 0.5
} | 2 | augment | strict | [] | [
"K-templated-phrasing"
] | fixed | false | 13 | 25 |
77a9c6a54963 | 77a9c6a54963 | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | What is the person pouring? | Soy sauce | [
"Ketchup",
"Tomato sauce",
"Hot sauce",
"Sugar",
"Vinegar",
"Fish sauce",
"Oil"
] | null | [
{
"letter": "A",
"text": "Ketchup"
},
{
"letter": "B",
"text": "Tomato sauce"
},
{
"letter": "C",
"text": "Hot sauce"
},
{
"letter": "D",
"text": "Sugar"
},
{
"letter": "E",
"text": "Vinegar"
},
{
"letter": "F",
"text": "Fish sauce"
},
{
"l... | G | 6 | 8 | 293 | 150 | 330 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/008_what-is-the-person-pouring_77a9c6.mp4 | recognition | other | medium | 0.5 | {
"gemini-flash": 0.5,
"gemini-31-flash-lite": 0.5
} | 2 | augment | strict | [] | [] | no_change_needed | false | 5 | 2 |
e1184f9dda75 | e1184f9dda75 | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132.json | drive-1yhlkshbgteszlsv-plbtv-e2e20d9132 | 119_recording.mp4 | 119_recording.mp4 | 1yhLKsHBGTeszlSv-plBtVpsJAsEGkrAH | 15 | How many garlic cloves did the person cut during this period? | 2 | [
"3",
"6",
"7",
"1",
"4",
"0",
"5"
] | null | [
{
"letter": "A",
"text": "3"
},
{
"letter": "B",
"text": "2"
},
{
"letter": "C",
"text": "6"
},
{
"letter": "D",
"text": "7"
},
{
"letter": "E",
"text": "1"
},
{
"letter": "F",
"text": "4"
},
{
"letter": "G",
"text": "0"
},
{
"l... | B | 1 | 8 | 220 | 150 | 330 | 180 | 1,045.191 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1yhlkshbgteszlsv-plbtv-e2e20d9132/009_how-many-garlics-did-the-person-cut-duri_e1184f.mp4 | counting | count | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | augment | strict | [] | [] | fixed | false | 11 | 1 |
5ff69fd78224 | 5ff69fd78224 | upload-3b8dd6fd63-d730476e28.json | upload-3b8dd6fd63-d730476e28 | 3_recording.mp4 | 3_recording.mp4 | 2 | After finishing the hand-based handling of the ingredient here, what handheld tool is the actor most likely to use next to continue the same subtask? | Knife | [
"Peeler",
"Scissors",
"Ladle",
"Chopsticks",
"Spatula",
"Spoon",
"Tongs"
] | null | [
{
"letter": "A",
"text": "Peeler"
},
{
"letter": "B",
"text": "Knife"
},
{
"letter": "C",
"text": "Scissors"
},
{
"letter": "D",
"text": "Ladle"
},
{
"letter": "E",
"text": "Chopsticks"
},
{
"letter": "F",
"text": "Spatula"
},
{
"letter": "... | B | 1 | 8 | 709.9 | 610 | 795.3 | 185.3 | 1,109.608 | /home/data2/sltian/code/egotools_dev/annotation_tool/workspace/sources/upload-3b8dd6fd63-d730476e28/clips/004_after-finishing-the-hand-based-handling-_5ff69f.mp4 | temporal_reasoning | temporal | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | cached_eval | strict | [] | [] | skipped | false | 25 | 1 | |
48effacf430b | 48effacf430b | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | When the cook begins slicing the purple onion after clearing the last white pieces, which explanation best fits why the knife-and-board work is still the right focus instead of switching early to the stove-side tools? | Because the onion bowl still needs to be completed as a carry-ready ingredient set, and it is taken to the stove together with the pork before the real pan work begins. | [
"Because the sliced purple onion is meant to stay behind at the counter, so carrying it farther now would only complicate the pork transfer.",
"Because the cook has already decided the onions will be handled in a separate later phase, making the current cuts only cleanup of unfinished scraps.",
"Because the nex... | null | [
{
"letter": "A",
"text": "Because the onion bowl still needs to be completed as a carry-ready ingredient set, and it is taken to the stove together with the pork before the real pan work begins."
},
{
"letter": "B",
"text": "Because the sliced purple onion is meant to stay behind at the counter,... | A | 0 | 8 | 686 | 626 | 816 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/012_when-the-cook-begins-slicing-the-purple-_48effa.mp4 | causal_reasoning | temporal | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_word_count_constraint"
] | [] | no_change_needed | false | 35 | 31 |
7a8085bbaf60 | 7a8085bbaf60 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | When the cook is finishing the last small purple onion piece and is about to move on to the larger brown onions, which explanation best fits why the knife-and-hand prep keeps going instead of breaking off for a sink trip or a new holding container? | Because the board-side peel pile is still being treated as a temporary scrap zone, so the next sustained phase is more outer-layer removal rather than cleanup or rinsing. | [
"Because the board needs another wash before any brown onion can be handled, so the current trimming is only a brief pause before returning to the faucet.",
"Because the pork plate is about to be repurposed as a peel staging surface, letting the trimming continue without using the counter edge for scraps.",
"Be... | null | [
{
"letter": "A",
"text": "Because the board needs another wash before any brown onion can be handled, so the current trimming is only a brief pause before returning to the faucet."
},
{
"letter": "B",
"text": "Because the pork plate is about to be repurposed as a peel staging surface, letting th... | G | 6 | 8 | 165 | 105 | 295 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/012_when-the-cook-is-finishing-the-last-smal_7a8085.mp4 | causal_reasoning | purpose_what_for | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"answer too long: 170 vs distractor μ=151.4 σ=7.1 (z=+2.60)"
] | [] | no_change_needed | false | 45 | 28 |
942cb864c69f | 942cb864c69f | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | While the remaining purple onion sections are still being sliced and the chopsticks are already lying beside the mixed onion bowl, which reading of that bowl is best supported by what happens after the move to the stove? | Because it is being finished as a carry-ready holding bowl, then left parked beside the stove while the pork starts the wok phase and the tool focus shifts from a brief chopsticks pass to the flatter turner and seasonings. | [
"Because it is being kept open so the raw pork can be folded into the onions there before any heat-based step begins.",
"Because it is staged beside the chopsticks as the sign that onion handling, not pork searing, will become the next sustained tool-driven task at the stove.",
"Because it is mainly a discard b... | null | [
{
"letter": "A",
"text": "Because it is being kept open so the raw pork can be folded into the onions there before any heat-based step begins."
},
{
"letter": "B",
"text": "Because it is staged beside the chopsticks as the sign that onion handling, not pork searing, will become the next sustaine... | G | 6 | 8 | 731 | 671 | 861 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/012_while-the-remaining-purple-onion-section_942cb8.mp4 | temporal_reasoning | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint;word_count_constraint"
] | [] | no_change_needed | false | 38 | 39 |
20dcdc429c23 | 20dcdc429c23 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | While the patterned bowl of browned pieces is already sitting beside the burner and the pan work pauses briefly at the cooktop controls, which interpretation of the next sustained tool choice is best supported by the rest of the clip? | The broad flat turner is still the right main tool, because this batch remains in the pan for more browning and re-spacing before the bowl becomes active again. | [
"Chopsticks alone should become the main tool, because fine one-by-one separation now matters more than broad contact with the pan surface.",
"The black grinder should become the main return tool, because the pause marks a seasoning reset rather than more surface contact in the pan.",
"The ladle should start cl... | null | [
{
"letter": "A",
"text": "Chopsticks alone should become the main tool, because fine one-by-one separation now matters more than broad contact with the pan surface."
},
{
"letter": "B",
"text": "The broad flat turner is still the right main tool, because this batch remains in the pan for more br... | B | 1 | 8 | 1,411 | 1,351 | 1,541 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/012_while-the-patterned-bowl-of-browned-piec_20dcdc.mp4 | recognition | temporal | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: Rule 2: Length and word count constraints"
] | [] | no_change_needed | false | 40 | 28 |
20eceb4e013b | 20eceb4e013b | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | Once the long grinder pass winds down and the counter gets rearranged, which reading of the black tray is best supported by what happens next? | The tray is only being parked as a temporary holding object while the white bowl becomes the immediate feed source for several hand additions before the skimmer takes over again. | [
"The tray is being promoted into the next supply container, so the cook will pull additions from it before using the white bowl again.",
"The tray is being lined up to reserve the middle lane for an oil-bottle adjustment before any more loading or stirring happens.",
"The tray is being left under the seasoning ... | null | [
{
"letter": "A",
"text": "The tray is being promoted into the next supply container, so the cook will pull additions from it before using the white bowl again."
},
{
"letter": "B",
"text": "The tray is being lined up to reserve the middle lane for an oil-bottle adjustment before any more loading... | F | 5 | 8 | 1,646 | 1,586 | 1,776 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/012_once-the-long-grinder-pass-winds-down-an_20eceb.mp4 | recognition | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_balance"
] | [] | fixed | false | 25 | 30 |
c4a4f181b854 | c4a4f181b854 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | After the cook turns back from the sink-side interruption and slides the black tray into the middle, which interpretation of that tray is best supported by the rest of the clip? | Because the tray is mainly a temporary staging surface beside the burner, keeping tools and quick add-ins organized while the pan remains the real work area. | [
"Because the tray is being pulled in so the skimmer can be retired and another long grinder pass can take over without crowding the counter.",
"Because the tray is standing in for a serving plate, with the plan shifting to lifting cooked pieces out in small spoonfuls instead of continuing to mix them in the pan."... | null | [
{
"letter": "A",
"text": "Because the tray is mainly a temporary staging surface beside the burner, keeping tools and quick add-ins organized while the pan remains the real work area."
},
{
"letter": "B",
"text": "Because the tray is being pulled in so the skimmer can be retired and another long... | A | 0 | 8 | 1,781 | 1,721 | 1,911 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/012_after-the-cook-turns-back-from-the-sink-_c4a4f1.mp4 | temporal_reasoning | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 1
} | 1 | cached_eval | strict | [
"gemini_rejected: length_balance"
] | [] | skipped | false | 31 | 26 |
7d2396751018 | 7d2396751018 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | While the first long peppering stretch is still underway and the chopsticks are only resting beside the bowls, what later role do those chopsticks actually take on in this clip? | They end up replacing the spoon inside the pan for a finer piece-by-piece adjustment pass once the long seasoning stretch has run its course. | [
"They end up guiding onion chunks from the waiting bowl into the pan as the next ingredient addition after seasoning.",
"They end up being used at the counter to move browned pieces from the patterned bowl into a cleaner holding bowl.",
"They end up pinning the meat plate in place while the other hand makes ano... | null | [
{
"letter": "A",
"text": "They end up replacing the spoon inside the pan for a finer piece-by-piece adjustment pass once the long seasoning stretch has run its course."
},
{
"letter": "B",
"text": "They end up guiding onion chunks from the waiting bowl into the pan as the next ingredient additio... | A | 0 | 8 | 2,355 | 2,295 | 2,485 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/012_while-the-first-long-peppering-stretch-i_7d2396.mp4 | recognition | temporal | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint"
] | [] | no_change_needed | false | 30 | 24 |
d134c8147950 | d134c8147950 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | After the cook has moved on from the last purple piece to the larger brown onions and briefly stops cutting to pull at a loosened outer layer with bare fingers, which explanation best fits that switch away from the knife? | Because the blade has already lifted the dry outer layer, so fingers can strip the loose skin first and the knife can come back only for the sections still attached. | [
"Because the bowl beside the board is about to receive the brown peels, so he is freeing his knife hand for a quick transfer.",
"Because the onion is already clean enough to join the finished pieces, so the hand contact is just a final check before dropping it into the bowl.",
"Because the pork plate is about t... | null | [
{
"letter": "A",
"text": "Because the bowl beside the board is about to receive the brown peels, so he is freeing his knife hand for a quick transfer."
},
{
"letter": "B",
"text": "Because the onion is already clean enough to join the finished pieces, so the hand contact is just a final check be... | F | 5 | 8 | 250 | 105 | 295 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/013_after-the-cook-has-moved-on-from-the-las_d134c8.mp4 | temporal_reasoning | temporal | easy | 1 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_balance;word_count_balance"
] | [] | no_change_needed | false | 40 | 30 |
35b3e9746b40 | 35b3e9746b40 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | When the cook reaches the stove with the onion bowl already in hand and then grabs the chopsticks instead of pouring anything in, what best explains that choice? | Because the small pan already on the stove needs a quick stir before the new pork batch is started in the wok. | [
"Because the wok needs to be coated with oil by hand before either prepared ingredient is used.",
"Because the onions need to be added first so they can line the pan before the pork goes in.",
"Because the chopsticks are needed to season the pork on the plate before it is moved over the heat.",
"Because the o... | null | [
{
"letter": "A",
"text": "Because the wok needs to be coated with oil by hand before either prepared ingredient is used."
},
{
"letter": "B",
"text": "Because the onions need to be added first so they can line the pan before the pork goes in."
},
{
"letter": "C",
"text": "Because the... | D | 3 | 8 | 752 | 626 | 816 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/014_when-the-cook-reaches-the-stove-with-the_35b3e9.mp4 | causal_reasoning | temporal | medium | 0.5 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_balance"
] | [] | no_change_needed | false | 28 | 22 |
19691bd7cc94 | 19691bd7cc94 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | After the quick sink-side reset, the cook picks up the onion bowl and the pork plate together instead of bringing over just one ingredient. What best explains that choice? | Because the board-side prep is finished for both ingredients, so the person stages them together at the stove before handling the small pan and starting the pork in the wok. | [
"Because the pork must rest off the heat a little longer, so the real purpose is to bring over the onions while the meat just comes along incidentally.",
"Because the onions and pork are about to be dropped into the same pan at the same time, so both need to stay in hand until the pour.",
"Because he plans to s... | null | [
{
"letter": "A",
"text": "Because the pork must rest off the heat a little longer, so the real purpose is to bring over the onions while the meat just comes along incidentally."
},
{
"letter": "B",
"text": "Because the onions and pork are about to be dropped into the same pan at the same time, s... | D | 3 | 8 | 747 | 626 | 816 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/015_after-the-quick-sink-side-reset-the-cook_19691b.mp4 | causal_reasoning | temporal | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint;word_count_constraint"
] | [] | fixed | false | 29 | 30 |
88406ce31ee3 | 88406ce31ee3 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | Before any seasoning starts on the pan of larger pork cubes, why does the person keep using the flat metal turner to thin out the layer instead of reaching straight for the condiments? | Because the person needs to separate the still-pale cubes and expose more surfaces first so the first seasoning pass can land on an even layer while searing continues. | [
"Because he is freeing space to grab the oil bottle for a fresh pour before using any dry seasoning.",
"Because he is checking whether the cubes are cooked enough to come out of the pan before the first seasoning pass.",
"Because he wants to push the cubes away from the hotter middle before one side darkens too... | null | [
{
"letter": "A",
"text": "Because he is freeing space to grab the oil bottle for a fresh pour before using any dry seasoning."
},
{
"letter": "B",
"text": "Because he is checking whether the cubes are cooked enough to come out of the pan before the first seasoning pass."
},
{
"letter": "... | F | 5 | 8 | 815 | 671 | 861 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/016_before-any-seasoning-starts-on-the-pan-o_88406c.mp4 | causal_reasoning | purpose_what_for | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"answer too long: 167 vs distractor μ=101.3 σ=10.1 (z=+6.48)"
] | [] | fixed | false | 33 | 28 |
ae372e17e37b | ae372e17e37b | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | Just after the pork is tipped into the hot pan and before any dry seasonings are used, why do the chopsticks make more sense for the first passes than switching straight to the broad metal turner? | Because the pieces have just landed in a tangled layer, so the chopsticks can separate and flip individual strips cleanly before the broader turner becomes useful for wider spreading. | [
"Because he needs to hold the pork mostly in place while waiting to pour more oil underneath it before any real searing starts.",
"Because he wants to check which pieces are already cooked enough to remove before the rest of the batch is turned.",
"Because he is arranging the pork so it can be lifted back out i... | null | [
{
"letter": "A",
"text": "Because he needs to hold the pork mostly in place while waiting to pour more oil underneath it before any real searing starts."
},
{
"letter": "B",
"text": "Because he wants to check which pieces are already cooked enough to remove before the rest of the batch is turned... | H | 7 | 8 | 780 | 671 | 861 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/017_just-after-the-pork-is-tipped-into-the-h_ae372e.mp4 | causal_reasoning | purpose_what_for | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: Rule 2: Length and word count constraints"
] | [] | no_change_needed | false | 36 | 29 |
25f8ba3c87a0 | 25f8ba3c87a0 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | When the cook briefly picks up the green-capped bottle and then abandons it for another tool, what best explains why the bottle is not the tool he commits to? | Because he decides the pan needs a fresh layer of seasoning more than another pour of oil before he goes back to stirring. | [
"Because he intends to carry the bottle toward the sink area during the interruption instead of using it at the stove.",
"Because he is checking the bottle only to decide whether it should replace the grinder for the rest of the clip.",
"Because he is preparing to drizzle the raw meat bowl before adding another... | null | [
{
"letter": "A",
"text": "Because he intends to carry the bottle toward the sink area during the interruption instead of using it at the stove."
},
{
"letter": "B",
"text": "Because he is checking the bottle only to decide whether it should replace the grinder for the rest of the clip."
},
{... | F | 5 | 8 | 1,741 | 1,586 | 1,776 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/018_when-the-second-pan-is-brought-beside-th_25f8ba.mp4 | temporal_reasoning | temporal | hard | 0.25 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0.5
} | 2 | validate_relaxed | relaxed | [
"gemini_rejected: length_balance"
] | [] | no_change_needed | false | 29 | 23 |
08750e9e942b | 08750e9e942b | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | When the person turns back from speaking to the other person and reaches for the pan again, what is the best explanation for going straight back to the skimmer first? | To spread and turn the partly browned second batch so it keeps cooking evenly before any later container move or extra seasoning | [
"To scoop the current batch out to the black tray right away so the pan is empty for the next task",
"To mix the raw pieces from the white plate into the pan immediately so the entire batch cooks at once",
"To cool the pan contents quickly after the short pause away from the burner so the meat does not burn",
... | null | [
{
"letter": "A",
"text": "To scoop the current batch out to the black tray right away so the pan is empty for the next task"
},
{
"letter": "B",
"text": "To mix the raw pieces from the white plate into the pan immediately so the entire batch cooks at once"
},
{
"letter": "C",
"text":... | F | 5 | 8 | 2,106 | 1,981 | 2,191 | 210 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/019_when-he-turns-back-from-speaking-to-the-_08750e.mp4 | temporal_reasoning | purpose_what_for | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"answer too long: 128 vs distractor μ=100.1 σ=2.0 (z=+13.72)"
] | [] | fixed | false | 30 | 22 |
5a443032c50f | 5a443032c50f | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | Why does he switch to a paper towel on the board-side counter before returning to the pan? | To clear loose oily crumbs and seasoning from the work surface before placing tools there again and going back to the pan. | [
"To blot excess oil directly off the food before any more browning happens",
"To dry the white bowl so it can be tipped over the pan for another addition",
"To keep the pan handle safe to grab when he lifts the skillet next",
"To dry the slotted spoon so it will not slip when he starts stirring again",
"To ... | null | [
{
"letter": "A",
"text": "To clear loose oily crumbs and seasoning from the work surface before placing tools there again and going back to the pan."
},
{
"letter": "B",
"text": "To blot excess oil directly off the food before any more browning happens"
},
{
"letter": "C",
"text": "T... | A | 0 | 8 | 2,590 | 2,490 | 2,680 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/020_why-does-he-switch-to-a-paper-towel-on-t_5a4430.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint"
] | [] | fixed | false | 17 | 22 |
e8e13ccf40bd | e8e13ccf40bd | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | Why does he rinse the small white bowl at the sink before going back to stirring the pan? | To wash out the bowl after it has already finished delivering the last add-in, so it can be set aside instead of used again. | [
"To collect loose bits from the wiped counter so they can be returned to the pan",
"To prepare the bowl for another immediate pour over the pan from the sink side",
"To get the bowl ready to receive the browned pieces once this stirring round is done",
"To fill the bowl with a little water so he can pour mois... | null | [
{
"letter": "A",
"text": "To collect loose bits from the wiped counter so they can be returned to the pan"
},
{
"letter": "B",
"text": "To wash out the bowl after it has already finished delivering the last add-in, so it can be set aside instead of used again."
},
{
"letter": "C",
"t... | B | 1 | 8 | 2,610 | 2,490 | 2,680 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/021_why-does-he-rinse-the-small-white-bowl-a_e8e13c.mp4 | causal_reasoning | causal_why | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint"
] | [] | fixed | false | 18 | 24 |
772b5c3b659d | 772b5c3b659d | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | Before the cutting work is fully finished, what longer-horizon plan best explains why the cook oils the wok and sets it on the induction unit already? | The wok is being preheated in advance because the board work is nearly done and the first meat step will need heat immediately. | [
"The pan is being kept hot mainly to dry the utensils before they return to the counter.",
"The cook is checking whether the wok is still clean enough to use without another rinse.",
"The wok is being heated so the loose onion skins can be dried before they are discarded.",
"The oil is being heated first beca... | null | [
{
"letter": "A",
"text": "The pan is being kept hot mainly to dry the utensils before they return to the counter."
},
{
"letter": "B",
"text": "The wok is being preheated in advance because the board work is nearly done and the first meat step will need heat immediately."
},
{
"letter": ... | B | 1 | 8 | 585 | 415 | 625 | 210 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/017_before-the-cutting-work-is-fully-finishe_772b5c.mp4 | causal_reasoning | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: Rule 2: Length and word count constraints"
] | [] | no_change_needed | false | 26 | 23 |
2cbf692303dc | 2cbf692303dc | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | Once the raw pork has left the plate, why is clearing that plate immediately the better workspace move than simply leaving it idle beside the stove? | The now-empty plate is being repurposed as the nearest receiving surface for cooked pieces once they start coming out of the wok. | [
"The plate is being reset so another raw-meat load can be seasoned on it separately.",
"The plate is being opened up so the chopsticks and spatula can rest there together between turns.",
"The plate is being cleared mainly so the onions can be spread there for a second round of cutting.",
"The plate has to be... | null | [
{
"letter": "A",
"text": "The plate is being reset so another raw-meat load can be seasoned on it separately."
},
{
"letter": "B",
"text": "The plate is being opened up so the chopsticks and spatula can rest there together between turns."
},
{
"letter": "C",
"text": "The plate is bei... | G | 6 | 8 | 932 | 862 | 1,052 | 190 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/018_once-the-raw-pork-has-left-the-plate-why_2cbf69.mp4 | causal_reasoning | spatial | medium | 0.5 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint_word_count;length_constraint_char_count"
] | [] | no_change_needed | false | 26 | 22 |
a58685db7d96 | a58685db7d96 | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json | drive-165eqbwtro3q-gnvcyb3yw-488f839ea3 | 118_recording.mp4 | 118_recording.mp4 | 165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV | 5 | After the pork is finished, why does the cook add oil to the wok again instead of treating the pan as effectively done with that phase? | The oil is preparing a fresh cooking surface because the same wok is about to switch into an egg-cooking phase. | [
"The cook wants to loosen browned residue only so the wok can be put away without washing.",
"The oil is being added so the board-held meat can be returned to the wok without sticking.",
"The fresh oil is being added so the finished pork can stay glossy while it rests off to the side.",
"The wok is being prep... | null | [
{
"letter": "A",
"text": "The oil is preparing a fresh cooking surface because the same wok is about to switch into an egg-cooking phase."
},
{
"letter": "B",
"text": "The cook wants to loosen browned residue only so the wok can be put away without washing."
},
{
"letter": "C",
"text... | A | 0 | 8 | 2,740 | 2,681 | 2,890 | 209 | 3,150.241 | /data/sltian/data/egotools/_backup/clips_rectified/drive-165eqbwtro3q-gnvcyb3yw-488f839ea3/019_after-the-pork-is-finished-why-does-the-_a58685.mp4 | causal_reasoning | temporal | easy | 1 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_balance"
] | [] | no_change_needed | false | 26 | 20 |
a3da0d4ad235 | a3da0d4ad235 | drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json | drive-17-ohzoqccxan0bmmuq63s-0ad578e140 | 107_recording.mp4 | 107_recording.mp4 | 17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE | 6 | Why did the person fill the pot with water? | Because preparing the water in advance allows the next cooking step to begin immediately after cutting, reducing delay later. | [
"Because the cutting task was already finished",
"Because the person planned to let the water sit so that impurities could settle before use",
"Because the person wanted to check the amount of water needed before starting to cook",
"Because the ingredients needed to be soaked in water before cutting",
"Beca... | null | [
{
"letter": "A",
"text": "Because the cutting task was already finished"
},
{
"letter": "B",
"text": "Because the person planned to let the water sit so that impurities could settle before use"
},
{
"letter": "C",
"text": "Because the person wanted to check the amount of water needed... | D | 3 | 8 | 312 | 180.5 | 361.1 | 180.6 | 1,665.09 | /data/sltian/data/egotools/_backup/clips_rectified/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/002_why-did-the-person-fill-the-pot-with-wat_a3da0d.mp4 | causal_reasoning | causal_why | easy | 1 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 1
} | 1 | reduce_relaxed | relaxed | [
"answer too long: 125 vs distractor μ=68.7 σ=15.8 (z=+3.55)"
] | [
"K-templated-phrasing"
] | no_change_needed | false | 9 | 19 |
246783dfaf51 | 246783dfaf51 | drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json | drive-17-ohzoqccxan0bmmuq63s-0ad578e140 | 107_recording.mp4 | 107_recording.mp4 | 17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE | 6 | Why is a gripping tool more suitable than a flat utensil for handling the food in this pan? | Because a gripping tool can securely hold and control the food, preventing it from slipping while turning or moving it. | [
"Because a flat utensil prevents oil from splashing during cooking",
"Because a gripping tool minimizes the need to reposition the food repeatedly",
"Because a gripping tool allows the food to be lifted higher away from the heat",
"Because a flat utensil is better for maintaining the shape of delicate food",
... | null | [
{
"letter": "A",
"text": "Because a flat utensil prevents oil from splashing during cooking"
},
{
"letter": "B",
"text": "Because a gripping tool minimizes the need to reposition the food repeatedly"
},
{
"letter": "C",
"text": "Because a gripping tool allows the food to be lifted hi... | G | 6 | 8 | 842.606522 | 706.8 | 887.3 | 180.5 | 1,665.09 | /data/sltian/data/egotools/_backup/clips_rectified/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/004_why-is-a-gripping-tool-more-suitable-tha_246783.mp4 | causal_reasoning | causal_why | easy | 1 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 1
} | 1 | augment_relaxed | relaxed | [
"answer too long: 119 vs distractor μ=79.6 σ=18.2 (z=+2.17)"
] | [] | no_change_needed | false | 18 | 20 |
4ab39500b552 | 4ab39500b552 | drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json | drive-17-ohzoqccxan0bmmuq63s-0ad578e140 | 107_recording.mp4 | 107_recording.mp4 | 17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE | 6 | What feature of the spatula makes it more suitable than tongs in this situation? | Its wide, flat surface allows flipping multiple ingredients at once efficiently. | [
"Its design enables more precise handling of individual pieces",
"Its flat shape prevents ingredients from sticking to the pan surface",
"Its thin edge minimizes contact with oil, reducing heat transfer",
"Its flexibility helps conform to curved surfaces for better control",
"Its rigid structure allows appl... | null | [
{
"letter": "A",
"text": "Its design enables more precise handling of individual pieces"
},
{
"letter": "B",
"text": "Its flat shape prevents ingredients from sticking to the pan surface"
},
{
"letter": "C",
"text": "Its thin edge minimizes contact with oil, reducing heat transfer"
... | E | 4 | 8 | 1,023.0404 | 952.7 | 1,135.4 | 182.7 | 1,665.09 | /data/sltian/data/egotools/_backup/clips_rectified/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/006_what-feature-of-the-spatula-makes-it-mor_4ab395.mp4 | recognition | state_compare | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | reduce_relaxed | relaxed | [
"answer too long: 80 vs distractor μ=68.7 σ=4.9 (z=+2.28)"
] | [] | no_change_needed | false | 14 | 11 |
6825007965a8 | 6825007965a8 | drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json | drive-17-ohzoqccxan0bmmuq63s-0ad578e140 | 107_recording.mp4 | 107_recording.mp4 | 17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE | 6 | Why does the person rotate the pan? | To prevent the pan’s handle from obstructing the transfer of noodles from the pot | [
"To gain a better grip and stabilize the pan before stirring",
"To prevent the food already in the pan from sticking to one side",
"To align the pan with the stove’s heat source for better cooking efficiency",
"To adjust the angle of the pan for easier stirring after adding",
"To improve visibility of the f... | null | [
{
"letter": "A",
"text": "To prevent the pan’s handle from obstructing the transfer of noodles from the pot"
},
{
"letter": "B",
"text": "To gain a better grip and stabilize the pan before stirring"
},
{
"letter": "C",
"text": "To prevent the food already in the pan from sticking to ... | A | 0 | 8 | 1,116.6 | 1,077.4 | 1,265.6 | 188.2 | 1,665.09 | /data/sltian/data/egotools/_backup/clips_rectified/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/007_why-the-person-rotate-the-pen_682500.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | reduce_relaxed | relaxed | [
"answer too long: 81 vs distractor μ=64.0 σ=4.7 (z=+3.60)"
] | [] | fixed | false | 7 | 14 |
2b4051d5fffe | 2b4051d5fffe | drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json | drive-17-ohzoqccxan0bmmuq63s-0ad578e140 | 107_recording.mp4 | 107_recording.mp4 | 17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE | 6 | What is the most likely next action the person will take after this moment? | The person will go to the sink to wash their hands. | [
"The person will reposition the pan to balance the heat distribution.",
"The person will pause to visually check the cooking progress of the food.",
"The person will check the recipe again before continuing.",
"The person will adjust the heat level on the stove.",
"The person will take out another cooking t... | null | [
{
"letter": "A",
"text": "The person will reposition the pan to balance the heat distribution."
},
{
"letter": "B",
"text": "The person will pause to visually check the cooking progress of the food."
},
{
"letter": "C",
"text": "The person will check the recipe again before continuin... | G | 6 | 8 | 1,222.127023 | 1,210.3 | 1,405.7 | 195.4 | 1,665.09 | /data/sltian/data/egotools/_backup/clips_rectified/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/008_what-is-the-most-likely-next-action-the-_2b4051.mp4 | temporal_reasoning | temporal | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | reduce_relaxed | relaxed | [
"answer too short: 51 vs distractor μ=63.0 σ=7.2 (z=-1.68)"
] | [] | no_change_needed | false | 14 | 11 |
44e7b2150fe2 | 44e7b2150fe2 | drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json | drive-17-ohzoqccxan0bmmuq63s-0ad578e140 | 107_recording.mp4 | 107_recording.mp4 | 17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE | 6 | Why does the person bring the tongs closer to their hand? | 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. | [
"To use the tongs immediately for stirring the food in the pan.",
"To reposition the tongs closer to the stove for easier access later.",
"To prepare for flipping ingredients that are about to be cooked.",
"To check whether the tongs are clean before using them for cooking.",
"To avoid direct contact with h... | null | [
{
"letter": "A",
"text": "To use the tongs immediately for stirring the food in the pan."
},
{
"letter": "B",
"text": "To reposition the tongs closer to the stove for easier access later."
},
{
"letter": "C",
"text": "To consolidate scattered food residues near the cooking area by ha... | C | 2 | 8 | 1,386.1783 | 1,350.1 | 1,538.3 | 188.2 | 1,665.09 | /data/sltian/data/egotools/_backup/clips_rectified/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/009_why-does-the-person-bring-the-tongs-clos_44e7b2.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | reduce_relaxed | relaxed | [
"answer too long: 171 vs distractor μ=67.1 σ=4.4 (z=+23.49)"
] | [] | no_change_needed | false | 11 | 28 |
8154a616bc91 | 8154a616bc91 | drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json | drive-17-ohzoqccxan0bmmuq63s-0ad578e140 | 107_recording.mp4 | 107_recording.mp4 | 17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE | 6 | Why did the person place the knife on top of the bowl? | The knife was temporarily placed on the bowl to retain the cleaning solution on its surface while the person prepared to coat other utensils, enabling a more efficient batch washing process. | [
"To let excess water drip off the knife naturally",
"To pause using the knife before cutting the next ingredient",
"To position the knife so water can run off more easily",
"To prevent accidental contact with the sharp blade",
"To clear space on the countertop for further cooking",
"To keep the knife from... | null | [
{
"letter": "A",
"text": "To let excess water drip off the knife naturally"
},
{
"letter": "B",
"text": "To pause using the knife before cutting the next ingredient"
},
{
"letter": "C",
"text": "To position the knife so water can run off more easily"
},
{
"letter": "D",
"... | D | 3 | 8 | 1,486.783151 | 1,482.6 | 1,665 | 182.4 | 1,665.09 | /data/sltian/data/egotools/_backup/clips_rectified/drive-17-ohzoqccxan0bmmuq63s-0ad578e140/010_why-did-the-person-place-the-knife-on-to_8154a6.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 0
} | 1 | reduce_relaxed | relaxed | [
"answer too long: 190 vs distractor μ=55.1 σ=5.5 (z=+24.69)"
] | [
"K-templated-phrasing"
] | fixed | false | 12 | 31 |
2236f98cffa5 | 2236f98cffa5 | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | What is the most likely reason for the knife action at this point? | To make the potato finer. | [
"To portion the potato into equal amounts.",
"To move the prepared potato into the pan.",
"To push the potato into a neater pile.",
"To trim off any remaining peel.",
"To scoop the chopped potato up for transfer.",
"To separate pieces that are sticking together.",
"To scrape the chopped potato off the c... | null | [
{
"letter": "A",
"text": "To portion the potato into equal amounts."
},
{
"letter": "B",
"text": "To move the prepared potato into the pan."
},
{
"letter": "C",
"text": "To make the potato finer."
},
{
"letter": "D",
"text": "To push the potato into a neater pile."
},
... | C | 2 | 8 | 906.5 | 704.2 | 1,082.6 | 378.4 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/004_what-is-the-most-likely-reason-for-the-k_2236f9.mp4 | causal_reasoning | purpose_what_for | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | reduce_relaxed | relaxed | [
"answer too short: 25 vs distractor μ=41.7 σ=5.8 (z=-2.86)"
] | [
"K-templated-phrasing"
] | no_change_needed | false | 13 | 5 |
99339ceeea05 | 99339ceeea05 | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | What is the most likely reason for using the right hand to brush the remaining potato off the knife here? | Because the left hand had just touched the phone | [
"Because the left hand was needed to keep the knife steady.",
"Because the right hand is more precise for small cleanup motions.",
"Because the remaining potato was too hot to handle with the left hand.",
"Because the left hand was being kept clean for the next cooking step.",
"Because the right hand gave a... | null | [
{
"letter": "A",
"text": "Because the left hand was needed to keep the knife steady."
},
{
"letter": "B",
"text": "Because the right hand is more precise for small cleanup motions."
},
{
"letter": "C",
"text": "Because the left hand had just touched the phone"
},
{
"letter": ... | C | 2 | 8 | 1,272.4 | 1,091.8 | 1,275.3 | 183.5 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/005_adsad_99339c.mp4 | causal_reasoning | purpose_what_for | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_balance_rule"
] | [
"K-templated-phrasing"
] | no_change_needed | false | 20 | 9 |
9c6e5c53761a | 9c6e5c53761a | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | What is the most likely reason for the last actions here? | Because the red onion needed to be chopped more. | [
"Because the onion needed to cool down before the next step.",
"Because some outer skin still needed to be removed.",
"Because extra moisture needed to be reduced first.",
"Because the cutting board needed to be reused right away.",
"Because the onion had to be portioned more evenly.",
"Because the pieces... | null | [
{
"letter": "A",
"text": "Because the onion needed to cool down before the next step."
},
{
"letter": "B",
"text": "Because some outer skin still needed to be removed."
},
{
"letter": "C",
"text": "Because the red onion needed to be chopped more."
},
{
"letter": "D",
"tex... | C | 2 | 8 | 1,500.7 | 1,449.6 | 1,681.3 | 231.7 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/007_what-is-the-most-likely-reason-for-the-l_9c6e5c.mp4 | causal_reasoning | purpose_what_for | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"answer too short: 48 vs distractor μ=54.6 σ=4.0 (z=-1.66)"
] | [
"K-templated-phrasing"
] | no_change_needed | false | 11 | 9 |
939b4053ac5d | 939b4053ac5d | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | Once the pan has been wiped and before the cooktop is restarted, what role is the yellow bag most likely serving in the workflow? | It is serving as a trash holder for the used paper towel and other small cleanup waste so the counter can be reset before the pan is used again. | [
"It is serving as a holding area for utensils that will be carried to the sink together in one trip.",
"It is serving as a place to sort the oil bottle and its loose cap before the pan is seasoned.",
"It is serving as an ingredient stash because something from inside is about to be added straight into the clean... | null | [
{
"letter": "A",
"text": "It is serving as a holding area for utensils that will be carried to the sink together in one trip."
},
{
"letter": "B",
"text": "It is serving as a trash holder for the used paper towel and other small cleanup waste so the counter can be reset before the pan is used ag... | B | 1 | 8 | 2,202.4 | 2,037 | 2,223 | 186 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/008_once-the-pan-has-been-wiped-and-before-t_939b40.mp4 | temporal_reasoning | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint"
] | [] | no_change_needed | false | 24 | 29 |
9cf801b2f952 | 9cf801b2f952 | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | When he pulls the loose potato strips back together near the middle of the board instead of moving them into the pan, what is the main reason for doing that then? | To reduce the last thicker pieces to the same thin size before the final transfer | [
"To separate pieces that were already in the pan from the fresh ones on the board",
"To gather the strips for a quick rinse at the sink before cooking",
"To spread the strips out so oil can be poured over them on the board first",
"To line the strips up for an immediate sweep straight into the pan without mor... | null | [
{
"letter": "A",
"text": "To separate pieces that were already in the pan from the fresh ones on the board"
},
{
"letter": "B",
"text": "To gather the strips for a quick rinse at the sink before cooking"
},
{
"letter": "C",
"text": "To spread the strips out so oil can be poured over ... | F | 5 | 8 | 1,227 | 1,092 | 1,275 | 183 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/009_when-he-pulls-the-loose-potato-strips-ba_9cf801.mp4 | causal_reasoning | purpose_what_for | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | cached_eval | strict | [
"gemini_rejected: length_constraint"
] | [] | skipped | false | 31 | 15 |
80608a40d204 | 80608a40d204 | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | Why does he spend several seconds rinsing both hands under the faucet before he turns back to the counter and reaches into the yellow bag? | To wash off cleanup residue before touching the food package and the pan contents again. | [
"To clear sink grime from his hands before drying the sink area with the sponge.",
"To rinse tray residue from his hands before picking the clear tray back up for more wiping.",
"To cool his fingers after the recent hot-pan cleanup before touching anything else.",
"To leave his hands wet so the food pieces fr... | null | [
{
"letter": "A",
"text": "To clear sink grime from his hands before drying the sink area with the sponge."
},
{
"letter": "B",
"text": "To rinse tray residue from his hands before picking the clear tray back up for more wiping."
},
{
"letter": "C",
"text": "To cool his fingers after ... | E | 4 | 8 | 2,492 | 2,367 | 2,553 | 186 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/010_why-does-he-spend-several-seconds-rinsin_80608a.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | cached_eval | strict | [
"gemini_rejected: length_constraint"
] | [] | skipped | false | 25 | 15 |
94198be9636b | 94198be9636b | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | When the first batch of long potato strips is moved into the wok instead of being taken through the finer knife phase, what best explains that split treatment? | Part of the potato is being preserved in strip form for texture, while the remaining portion will later be chopped finer for the pancake base. | [
"The strips are being kept away from the phone side of the counter so they do not get contaminated during the next interruption.",
"The wok is being used to measure how much oil the finished mixture will need later.",
"The first batch is being parked there only so the cutting board can be rinsed before more kni... | null | [
{
"letter": "A",
"text": "The strips are being kept away from the phone side of the counter so they do not get contaminated during the next interruption."
},
{
"letter": "B",
"text": "The wok is being used to measure how much oil the finished mixture will need later."
},
{
"letter": "C",... | F | 5 | 8 | 510 | 376 | 640 | 264 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/012_when-the-first-batch-of-long-potato-stri_94198b.mp4 | causal_reasoning | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: Rule 2: Length and Word Count Constraints"
] | [] | no_change_needed | false | 28 | 25 |
868ecad21f6c | 868ecad21f6c | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | After squeezing the potato mixture by hand, why is the pressed mass moved into the small white bowl instead of being returned straight to the wok? | Because the bowl keeps the squeezed mixture away from the liquid left in the wok, so the draining effort is not undone. | [
"Because the bowl makes it easier to add water back only if the mixture later feels too dry.",
"Because the cook wants the mixture to cool in ceramic before it touches hot oil.",
"Because the bowl is shallower, so the cook can count the pressed handfuls before frying.",
"Because the onion can only be mixed in... | null | [
{
"letter": "A",
"text": "Because the bowl makes it easier to add water back only if the mixture later feels too dry."
},
{
"letter": "B",
"text": "Because the cook wants the mixture to cool in ceramic before it touches hot oil."
},
{
"letter": "C",
"text": "Because the bowl is shall... | E | 4 | 8 | 2,126 | 2,037 | 2,223 | 186 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/013_after-squeezing-the-potato-mixture-by-ha_868eca.mp4 | causal_reasoning | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint"
] | [] | no_change_needed | false | 26 | 22 |
2956e2696ef7 | 2956e2696ef7 | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | Once the pan has been re-oiled and put back on heat, what best explains why the cook spends the next stretch on cleanup instead of hovering over the stove? | Because the pan is only preheating, and the brief idle window is better used to reset the workspace before the mixture actually needs hands-on attention. | [
"Because the spoon has to stay out of the pan until the first visible oil shimmer appears, so the stove is unusable for the moment.",
"Because the pan is already too hot, so cleanup is being used to delay the batter drop until the surface cools slightly.",
"Because the pan is acting as temporary storage rather ... | null | [
{
"letter": "A",
"text": "Because the spoon has to stay out of the pan until the first visible oil shimmer appears, so the stove is unusable for the moment."
},
{
"letter": "B",
"text": "Because the pan is already too hot, so cleanup is being used to delay the batter drop until the surface cools... | E | 4 | 8 | 2,256 | 2,184 | 2,367 | 183 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/014_once-the-pan-has-been-re-oiled-and-put-b_2956e2.mp4 | causal_reasoning | temporal | easy | 1 | {
"gemini-flash": 1,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_and_word_count_balance"
] | [] | no_change_needed | false | 29 | 25 |
dc5382390c72 | dc5382390c72 | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | Why does the cook lift only part of the pancake with the spoon here instead of committing straight to a full turn? | Because the cook wants to check whether the underside has set enough before risking a full flip. | [
"Because the lift is mainly moving trapped liquid away from the rim before the next squeeze.",
"Because the spoon is clearing a path to slide fresh potato back under the pancake.",
"Because the spoon is being tested for heat resistance before it touches the center.",
"Because the middle must be vented so stea... | null | [
{
"letter": "A",
"text": "Because the lift is mainly moving trapped liquid away from the rim before the next squeeze."
},
{
"letter": "B",
"text": "Because the spoon is clearing a path to slide fresh potato back under the pancake."
},
{
"letter": "C",
"text": "Because the cook wants ... | C | 2 | 8 | 2,540 | 2,367 | 2,553 | 186 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/015_why-does-the-cook-lift-only-part-of-the-_dc5382.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"answer too long: 96 vs distractor μ=86.4 σ=5.8 (z=+1.66)"
] | [] | no_change_needed | false | 22 | 17 |
220ffd5c1c0f | 220ffd5c1c0f | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa.json | drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa | 4_recording.mp4 | 4_recording.mp4 | 17FIG5EQoKrTLw4EXRgsMvQ9N3h1YabRo | 5 | Why does the cook try a wrist-snap pan flip now, without the spoon, after the earlier partial lift check? | Because the earlier edge check suggested the pancake was set enough for a full turn, and a pan-snap can rotate the whole piece more cleanly than pecking at it with the spoon. | [
"Because the goal is to scatter loose crumbs, not rotate the main pancake.",
"Because the cook wants to shake excess oil off the pancake before it browns further.",
"Because the handle angle must be tested before the burner can be turned down.",
"Because the pan flip is only meant to pull the pancake back fro... | null | [
{
"letter": "A",
"text": "Because the goal is to scatter loose crumbs, not rotate the main pancake."
},
{
"letter": "B",
"text": "Because the cook wants to shake excess oil off the pancake before it browns further."
},
{
"letter": "C",
"text": "Because the handle angle must be tested... | G | 6 | 8 | 2,560 | 2,553 | 2,740 | 187 | 3,192.787 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-17fig5eqokrtlw4exrgsmv-0e743dd0aa/clips/016_why-does-the-cook-try-a-wrist-snap-pan-f_220ffd.mp4 | causal_reasoning | causal_why | easy | 1 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint;word_count_constraint"
] | [] | no_change_needed | false | 19 | 32 |
3f2aaed645e4 | 3f2aaed645e4 | drive-1exggxuznukn-0zxdkic-i-01ace12bed.json | drive-1exggxuznukn-0zxdkic-i-01ace12bed | 122_recording.mp4 | 122_recording.mp4 | 1EXggXUZnukn-0zXDKic-InWceElCsyKG | 15 | What is the purpose of the water in the pot at this moment? | In a few minutes, after he finishes chopping the greens, he will use this water to wash them. | [
"In a few minutes, he intends to wash the roots of these greens in the water first before he starts chopping the leaves.",
"He is bringing the water to a boil so that he can cook dumplings or noodles once all the prep work is completed.",
"He is heating the water to soak and sterilize the greasy utensils and cu... | null | [
{
"letter": "A",
"text": "In a few minutes, he intends to wash the roots of these greens in the water first before he starts chopping the leaves."
},
{
"letter": "B",
"text": "He is bringing the water to a boil so that he can cook dumplings or noodles once all the prep work is completed."
},
... | E | 4 | 8 | 10 | 0 | 600 | 600 | 1,822.672 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-1exggxuznukn-0zxdkic-i-01ace12bed/clips/008_what-is-the-purpose-of-the-water-in-the-_3f2aae.mp4 | causal_reasoning | other | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0,
"qwen-flash": 0
} | 1 | augment_relaxed | relaxed | [
"answer too short: 93 vs distractor μ=115.7 σ=13.3 (z=-1.71)"
] | [] | no_change_needed | false | 13 | 18 |
c18332925563 | c18332925563 | drive-1exggxuznukn-0zxdkic-i-01ace12bed.json | drive-1exggxuznukn-0zxdkic-i-01ace12bed | 122_recording.mp4 | 122_recording.mp4 | 1EXggXUZnukn-0zXDKic-InWceElCsyKG | 15 | What is the person currently doing with the knife? | Using the knife to scoop up vegetable scraps to clean them away. | [
"Using the knife to chop large pieces of green vegetables into smaller, bite-sized bits.",
"Using the knife to dice the onions into very small pieces for the sauce.",
"Using the blade of the knife to scrape the chopped vegetables into a neat pile at the corner of the board to clear more working space.",
"Usin... | null | [
{
"letter": "A",
"text": "Using the knife to chop large pieces of green vegetables into smaller, bite-sized bits."
},
{
"letter": "B",
"text": "Using the knife to dice the onions into very small pieces for the sauce."
},
{
"letter": "C",
"text": "Using the blade of the knife to scrap... | H | 7 | 8 | 817 | 720 | 900 | 180 | 1,822.672 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-1exggxuznukn-0zxdkic-i-01ace12bed/clips/011_what-is-the-person-currently-doing-with-_c18332.mp4 | recognition | other | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment_relaxed | relaxed | [
"answer too short: 64 vs distractor μ=96.7 σ=20.4 (z=-1.60)"
] | [] | no_change_needed | false | 9 | 12 |
6b1012745b2c | 6b1012745b2c | drive-1exggxuznukn-0zxdkic-i-01ace12bed.json | drive-1exggxuznukn-0zxdkic-i-01ace12bed | 122_recording.mp4 | 122_recording.mp4 | 1EXggXUZnukn-0zXDKic-InWceElCsyKG | 15 | Why did the person place the spatula into the pot at this specific moment? | While setting down a plate, the person almost accidentally knocked the spatula off the counter; the person moved it into the pot to prevent it from falling onto the floor. | [
"He turned on the induction cooktop and placed the spatula in the pot to help spread the oil evenly across the bottom of the pan.",
"The pot had just been washed and dried, so he placed the spatula inside it as a convenient way to keep his tools organized in one place.",
"He intended to use the spatula as a tem... | null | [
{
"letter": "A",
"text": "He turned on the induction cooktop and placed the spatula in the pot to help spread the oil evenly across the bottom of the pan."
},
{
"letter": "B",
"text": "While setting down a plate, the person almost accidentally knocked the spatula off the counter; the person move... | B | 1 | 8 | 853 | 720 | 960 | 240 | 1,822.672 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-1exggxuznukn-0zxdkic-i-01ace12bed/clips/014_why-did-the-person-place-the-spatula-int_6b1012.mp4 | causal_reasoning | causal_why | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | augment | strict | [] | [
"K-templated-phrasing"
] | fixed | false | 14 | 30 |
cc541d1fa179 | cc541d1fa179 | drive-1exggxuznukn-0zxdkic-i-01ace12bed.json | drive-1exggxuznukn-0zxdkic-i-01ace12bed | 122_recording.mp4 | 122_recording.mp4 | 1EXggXUZnukn-0zXDKic-InWceElCsyKG | 15 | How did the person transfer the raw meat into the pot? | The person used both hands to scoop up the raw meat and placed it directly into the pot. | [
"He used a pair of kitchen tongs to pick up the meat slices from the tray and placed them into the pot one by one to ensure even cooking.",
"Because there was a large amount of meat, he divided it into two separate batches and added them to the pot one after the other.",
"He picked up the cutting board and tilt... | null | [
{
"letter": "A",
"text": "He used a pair of kitchen tongs to pick up the meat slices from the tray and placed them into the pot one by one to ensure even cooking."
},
{
"letter": "B",
"text": "Because there was a large amount of meat, he divided it into two separate batches and added them to the... | C | 2 | 8 | 1,162 | 1,080 | 1,380 | 300 | 1,822.672 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-1exggxuznukn-0zxdkic-i-01ace12bed/clips/016_how-did-the-person-transfer-the-raw-meat_cc541d.mp4 | procedural | procedural_how | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | augment_relaxed | relaxed | [
"answer too short: 88 vs distractor μ=111.0 σ=14.8 (z=-1.55)",
"answer-question overlap (0.32) > distractor mean (0.15) + 0.15"
] | [
"K-templated-phrasing"
] | fixed | false | 11 | 18 |
a11f77f6566c | a11f77f6566c | drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca.json | drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca | 96_recording.mp4 | 96_recording.mp4 | 1g_RHK6lSKIK4lVm26Qpe7c4NuZaQMK6d | 5 | Why does the person leave the spatula resting in the pan and reach for the oil bottle again after so much stirring? | To loosen the now-drier rice-and-egg mixture so the person can keep spreading, turning, and scraping it without it staying dry in the pan. | [
"To cool the pan so the egg pieces stay soft without browning any further.",
"To oil the spatula itself so residue will stop sticking to the metal edge.",
"To mark that the cooking is basically finished and the pan can come off the heat.",
"To make the pile slide out onto the serving plate in one transfer on ... | null | [
{
"letter": "A",
"text": "To cool the pan so the egg pieces stay soft without browning any further."
},
{
"letter": "B",
"text": "To oil the spatula itself so residue will stop sticking to the metal edge."
},
{
"letter": "C",
"text": "To mark that the cooking is basically finished an... | D | 3 | 8 | 722 | 584 | 812 | 228 | 1,142.692 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca/006_why-does-he-leave-the-spatula-resting-in_a11f77.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint;word_count_constraint"
] | [] | fixed | false | 22 | 23 |
8129c38bc98a | 8129c38bc98a | drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca.json | drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca | 96_recording.mp4 | 96_recording.mp4 | 1g_RHK6lSKIK4lVm26Qpe7c4NuZaQMK6d | 5 | Why does he switch from handling the bowl of beaten egg to adding oil to the pan before he finally pours the egg in? | To slick the pan and rice first so the incoming egg can spread and then be folded through instead of hitting a drier surface right away. | [
"To finish seasoning the rice before any more egg is added.",
"To coat the serving plate before he starts transferring food out of the pan.",
"To signal that the orange mixture is fully done and should stop being moved before the egg arrives.",
"To rinse old residue off the spatula before he goes back to stir... | null | [
{
"letter": "A",
"text": "To finish seasoning the rice before any more egg is added."
},
{
"letter": "B",
"text": "To slick the pan and rice first so the incoming egg can spread and then be folded through instead of hitting a drier surface right away."
},
{
"letter": "C",
"text": "To... | B | 1 | 8 | 602 | 584 | 812 | 228 | 1,142.692 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca/007_why-does-he-switch-from-handling-the-bow_8129c3.mp4 | causal_reasoning | causal_why | medium | 0.5 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint;word_count_constraint"
] | [] | no_change_needed | false | 24 | 26 |
d059952cabed | d059952cabed | drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca.json | drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca | 96_recording.mp4 | 96_recording.mp4 | 1g_RHK6lSKIK4lVm26Qpe7c4NuZaQMK6d | 5 | Why does he switch from scraping the pan with the spatula to using the yellow sponge? | To start fully washing the greasy pan surface after the spatula has already loosened the stuck bits. | [
"To clean the spatula first so the pan can stay untouched for the rest of the wash.",
"To cushion the pan while he drains water out of it without doing more scrubbing.",
"To clean the sink basin thoroughly before doing any more work on the pan itself.",
"To dry the pan right away so it can be put aside withou... | null | [
{
"letter": "A",
"text": "To clean the spatula first so the pan can stay untouched for the rest of the wash."
},
{
"letter": "B",
"text": "To cushion the pan while he drains water out of it without doing more scrubbing."
},
{
"letter": "C",
"text": "To clean the sink basin thoroughly... | D | 3 | 8 | 982 | 934 | 1,116 | 182 | 1,142.692 | /home/data2/sltian/code/egotools_dev/workspace/sources/drive-1g-rhk6lskik4lvm26qpe7-6a05d4a7ca/clips/008_why-does-he-switch-from-scraping-the-pan_d05995.mp4 | causal_reasoning | causal_why | easy | 1 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 1
} | 1 | validate_relaxed | relaxed | [
"answer too long: 100 vs distractor μ=80.4 σ=6.8 (z=+2.90)"
] | [] | no_change_needed | false | 16 | 17 |
34fb0c0c6440 | 34fb0c0c6440 | drive-1i36t49l0duyl-3fzl2mvu-ff780214f0.json | drive-1i36t49l0duyl-3fzl2mvu-ff780214f0 | 30_recording.mp4 | 30_recording.mp4 | 1I36T49l0DUyL-3fZL2MVuf5Kk_j8j9gz | 8 | On which plate was the food finally put? | The plate from the cabin | [
"the plate from the sink",
"the cap of the pot",
"the plate that is already on the table",
"the plate from the fridge",
"the plate from the platic bag",
"the plate from the drawer",
"unknown"
] | null | [
{
"letter": "A",
"text": "the plate from the sink"
},
{
"letter": "B",
"text": "the cap of the pot"
},
{
"letter": "C",
"text": "the plate that is already on the table"
},
{
"letter": "D",
"text": "the plate from the fridge"
},
{
"letter": "E",
"text": "The pl... | E | 4 | 8 | 767.640324 | 746 | 926 | 180 | 940.072 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1i36t49l0duyl-3fzl2mvu-ff780214f0/002_on-whch-plate-was-the-food-finally-been-_34fb0c.mp4 | recognition | other | hard | 0.3333 | {
"qwen-flash": 0,
"gemini-31-flash-lite": 0,
"gemini-flash": 1
} | 1 | augment_relaxed | relaxed | [
"meta-option: 'unknown'"
] | [
"E1-lazy-distractor",
"REVIEW_ANNOTATOR_8__G2_short_answer=24%,E1_lazy_distractor=26%,F1_typo=6%"
] | fixed | false | 8 | 5 |
97571e9ba2b5 | 97571e9ba2b5 | drive-1idxk-wmmibgfzj1mkddif-bd7277dd1d.json | drive-1idxk-wmmibgfzj1mkddif-bd7277dd1d | 54_recording.mp4 | 54_recording.mp4 | 1idxK_WMmiBgFZJ1mkDDIFD2cUD1HYmtj | 18 | What's the purpose of the second small addition of transparent liquid? | The person seems to be bringing the box contents to a usable condition for later pipetting, and the second pour looks like a volume adjustment. | [
"The sequence of pour, check, then add a little more suggests fine-tuning the amount rather than starting a different operation.",
"The person is adding liquid in stages to test whether the gloves leak.",
"The second pour shows that the first chemical was wrong and had to be replaced.",
"The extra pour happen... | null | [
{
"letter": "A",
"text": "The sequence of pour, check, then add a little more suggests fine-tuning the amount rather than starting a different operation."
},
{
"letter": "B",
"text": "The person is adding liquid in stages to test whether the gloves leak."
},
{
"letter": "C",
"text": ... | D | 3 | 8 | 202.594794 | 177 | 418 | 241 | 1,297.848 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1idxk-wmmibgfzj1mkddif-bd7277dd1d/003_what-s-the-purpose-of-the-second-small-a_97571e.mp4 | causal_reasoning | other | hard | 0 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: Rule 2: Length and word count constraints;Rule 3: Paraphrase of the answer;Rule 6: Variation of the answer's intent"
] | [] | no_change_needed | false | 11 | 25 |
97a0604656c3 | 97a0604656c3 | drive-1jvgs42muekfpfk-f8fog4-14cbcd2de3.json | drive-1jvgs42muekfpfk-f8fog4-14cbcd2de3 | 66_recording.mp4 | 66_recording.mp4 | 1JvgS42MUEKFPfk-F8FOg4abPXjcUv4q0 | 18 | What makes stem removal belong to the preparation stage rather than the cutting stage in this sequence? | Because the stem is not meant to be eaten, so it is removed in advance. | [
"Because the stem is tougher than the rest of the tomato, so removing it first protects the knife and keeps the cuts smoother.",
"Because stem removal helps keep the cutting stage cleaner by getting rid of dirt or unwanted material beforehand.",
"Because the stem would make the tomato less stable during cutting... | null | [
{
"letter": "A",
"text": "Because the stem is not meant to be eaten, so it is removed in advance."
},
{
"letter": "B",
"text": "Because the stem is tougher than the rest of the tomato, so removing it first protects the knife and keeps the cuts smoother."
},
{
"letter": "C",
"text": "... | A | 0 | 8 | 28.180707 | 0 | 185 | 185 | 403.662 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1jvgs42muekfpfk-f8fog4-14cbcd2de3/001_why-does-stem-removal-happen-as-part-of-_97a060.mp4 | causal_reasoning | state_compare | medium | 0.6667 | {
"gemini-flash": 1,
"qwen-flash": 0.5,
"gemini-31-flash-lite": 0.5
} | 2 | reduce_relaxed | relaxed | [
"answer too short: 71 vs distractor μ=117.4 σ=7.1 (z=-6.57)"
] | [] | no_change_needed | false | 17 | 15 |
431e25713aa4 | 431e25713aa4 | drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822.json | drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822 | 37_recording.mp4 | 37_recording.mp4 | 1KFwh5Y5oSnkV7lYBzx6vvR2owmFCx4Wb | 5 | After the cook has already tried broad spatula strokes under the noodle mass and then parks the sauce-coated spatula on the white bowl, what best explains that switch away from the spatula? | Because the noodle center is still too clumped for broad flipping, so he needs chopsticks to loosen strands before the spatula can work effectively again. | [
"Because the white bowl is about to switch into a serving role, so the spatula is moved aside while transfer readiness takes priority.",
"Because the pan work is about to pause for another cleanup interruption, so the spatula is parked while cooking gives way to the sink again.",
"Because the noodles are alread... | null | [
{
"letter": "A",
"text": "Because the white bowl is about to switch into a serving role, so the spatula is moved aside while transfer readiness takes priority."
},
{
"letter": "B",
"text": "Because the pan work is about to pause for another cleanup interruption, so the spatula is parked while co... | C | 2 | 8 | 2,312 | 2,167 | 2,377 | 210 | 2,783.268 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822/006_after-the-cook-has-already-tried-broad-s_431e25.mp4 | temporal_reasoning | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 0,
"gemini-flash": 1
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: Rule 2: Word count constraint (±2 tokens of the answer's word count)"
] | [] | fixed | false | 32 | 25 |
7308b6fa0846 | 7308b6fa0846 | drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822.json | drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822 | 37_recording.mp4 | 37_recording.mp4 | 1KFwh5Y5oSnkV7lYBzx6vvR2owmFCx4Wb | 5 | After he turns back from the sauce station and starts working on the rice-cake bag beside the heating pan, what best explains why the rice cakes still do not belong in the pan yet? | Because the rice cakes still need a separate water-prep step in the white bowl so they can be loosened and rinsed before pan contact. | [
"Because the rice cakes are about to be coated with the dark sauce in a bowl before any water touches them.",
"Because more sauce from the small bowl still has to be poured over the rice cakes first, making this a premixing stage.",
"Because he is just pausing on the package until the phone interruption is over... | null | [
{
"letter": "A",
"text": "Because the rice cakes are about to be coated with the dark sauce in a bowl before any water touches them."
},
{
"letter": "B",
"text": "Because more sauce from the small bowl still has to be poured over the rice cakes first, making this a premixing stage."
},
{
... | C | 2 | 8 | 1,714 | 1,644 | 1,854 | 210 | 2,783.268 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822/006_after-he-turns-back-from-the-sauce-stati_7308b6.mp4 | causal_reasoning | temporal | hard | 0 | {
"gemini-flash": 0,
"gemini-31-flash-lite": 0
} | 1 | cached_eval | strict | [
"gemini_rejected: Rule 2: Word count constraint (±2 tokens of the answer's word count)"
] | [] | skipped | false | 34 | 24 |
d30e23f8c261 | d30e23f8c261 | drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822.json | drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822 | 37_recording.mp4 | 37_recording.mp4 | 1KFwh5Y5oSnkV7lYBzx6vvR2owmFCx4Wb | 5 | After he reaches away from the waiting pan cleanup to use the chopsticks at the plated food, why does he rinse the chopstick tips before going back to the pan? | To wash off the food picked up during the interruption so the chopsticks are no longer carrying bowl residue when cleanup resumes | [
"To soak the chopsticks so they can scrape the pan's stuck spots more effectively than the sponge",
"To wet the chopsticks before stirring dish soap through the sink basin",
"To make the chopsticks slippery enough to help lift the wet pan without grabbing the handle",
"To rinse seasoning off the chopsticks so... | null | [
{
"letter": "A",
"text": "To soak the chopsticks so they can scrape the pan's stuck spots more effectively than the sponge"
},
{
"letter": "B",
"text": "To wet the chopsticks before stirring dish soap through the sink basin"
},
{
"letter": "C",
"text": "To wash off the food picked up... | C | 2 | 8 | 2,592 | 2,506 | 2,716 | 210 | 2,783.268 | /data/sltian/data/egotools/_backup/clips_rectified/drive-1kfwh5y5osnkv7lybzx6vv-e4255d6822/009_after-he-reaches-away-from-the-waiting-p_d30e23.mp4 | causal_reasoning | temporal | medium | 0.5 | {
"gemini-31-flash-lite": 1,
"gemini-flash": 0
} | 1 | validate_relaxed | relaxed | [
"gemini_rejected: length_constraint"
] | [] | fixed | false | 30 | 22 |
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