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6460cea02a51
6460cea02a51
drive-1-bi0anr-l4zld1xdax25q-45614779d6.json
drive-1-bi0anr-l4zld1xdax25q-45614779d6
1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0
2
causal_why
Why does the person use a paper towel to dry the inside of the bowl so thoroughly after washing it?
To prevent the dry flour from clumping together when it touches the bowl's surface.
[ "To prevent the dry flour from clumping together when it touches the bowl's surface.", "To remove invisible soap bubbles that might ruin the taste of the apple.", "To make the silver bowl look shiny for the camera.", "To check if the bowl has any sharp scratches on the inside.", "To avoid any moisture react...
0
clean
true
false
false
true
false
2026-05-02T09:26:22.576458Z
reviewer v9agx8j7
310
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0.mp4
clips/6460cea02a51.mp4
true
true
0
Why does the user use a paper towel to dry the inside of the bowl so thoroughly after washing it?
To prevent the dry flour from clumping together when it touches the bowl's surface.
[ "To prevent the dry flour from clumping together when it touches the bowl's surface.", "To remove invisible soap bubbles that might ruin the taste of the apple.", "To make the silver bowl look shiny for the camera.", "To check if the bowl has any sharp scratches on the inside.", "To avoid any moisture react...
0
[]
0960e00574eb
0960e00574eb
drive-1-bi0anr-l4zld1xdax25q-45614779d6.json
drive-1-bi0anr-l4zld1xdax25q-45614779d6
1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0
2
other
How does the person add the sugar into the bowl?
The person pours the sugar directly without using a separate tool.
[ "The person uses a metal spoon to scoop the sugar into the bowl.", "The person uses a plastic measuring scoop to add the sugar.", "The person pours the sugar directly without using a separate tool.", "The person uses a wooden stirrer to push the sugar into the bowl.", "The person uses a whisk to move the su...
2
clean
true
false
false
true
false
2026-05-01T20:31:41.243921Z
reviewer v9agx8j7
289
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0.mp4
clips/0960e00574eb.mp4
true
true
1
Question: Which specific tool is the user holding in their hand to add the sugar into the bowl?
None
[ "A pair of tongs.", "Fork", "None", "Whisk", "A wooden stirrer.", "A large kitchen knife", "A plastic measuring scoop", "A metal spoon." ]
2
[]
0d6d443489dc
0d6d443489dc
drive-1-bi0anr-l4zld1xdax25q-45614779d6.json
drive-1-bi0anr-l4zld1xdax25q-45614779d6
1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0
2
other
What tool is the person using to mix the butter and flour together?
No tool is being used
[ "A pair of tongs", "A pastry cutter", "A silicone spatula", "A wire whisk", "No tool is being used", "A metal spoon", "A fork", "A wooden spoon" ]
4
clean
true
false
false
true
false
2026-04-30T12:18:23.564546Z
visualizer
7
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0.mp4
clips/0d6d443489dc.mp4
true
true
2
Is the user holding a specific tool to mix the butter and flour together?
No
[ "A pair of tongs", "NA", "A silicone spatula", "A wire whisk", "No", "A metal spoon", "A large knife", "Ya" ]
4
[]
3e6a8ba5079f
3e6a8ba5079f
drive-1-bi0anr-l4zld1xdax25q-45614779d6.json
drive-1-bi0anr-l4zld1xdax25q-45614779d6
1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0
2
spatial
During the final cleanup, why does the person pick up the spoon that was left on the table?
To group it with the bowl for washing at the sink.
[ "To group it with the bowl for washing at the sink.", "To use it as a tool to carry the heavy bowl to the sink.", "To hide the spoon from the camera before the video ends.", "To move it aside to wipe the table with a cloth.", "To take a small sample of the final mixture to taste it.", "To stir the remaini...
0
clean
true
false
false
true
false
2026-05-02T09:26:36.456276Z
reviewer v9agx8j7
311
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0.mp4
clips/3e6a8ba5079f.mp4
true
true
3
During the final cleanup, why does the user pick up the spoon that was left on the table?
To group it with the bowl for washing at the sink.
[ "To group it with the bowl for washing at the sink.", "To use it as a tool to carry the heavy bowl to the sink.", "To hide the spoon from the camera before the video ends.", "To move it aside to wipe the table with a cloth.", "To take a small sample of the final mixture to taste it.", "To stir the remaini...
0
[]
1efbb7b23520
1efbb7b23520
drive-1-bi0anr-l4zld1xdax25q-45614779d6.json
drive-1-bi0anr-l4zld1xdax25q-45614779d6
1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0
2
temporal
What is the first physical contact made with the inside bottom of the dry bowl?
A stream of flour falling from above
[ "The tip of the metal measuring spoon", "A solid block of butter placed in the center", "The person’s fingers checking for moisture", "The edge of a plastic bag being tucked inside", "A paper towel used for a final wipe", "A pinch of salt sprinkled from a small jar", "A stream of flour falling from abov...
6
clean
true
false
false
true
false
2026-04-30T12:22:09.220301Z
visualizer
9
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0.mp4
clips/1efbb7b23520.mp4
true
true
4
What is the first physical contact made with the inside bottom of the dry bowl?
The stream of flour falling from the air.
[ "The tip of the metal spoon used for measuring.", "A solid block of butter placed in the center.", "The user's fingers checking for remaining moisture.", "The edge of a plastic bag being tucked inside.", "A paper towel used for a final wipe.", "A pinch of salt sprinkled from a small jar.", "The stream o...
6
[]
414a74e137f5
414a74e137f5
drive-1-bi0anr-l4zld1xdax25q-45614779d6.json
drive-1-bi0anr-l4zld1xdax25q-45614779d6
1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0
2
other
The person selects a tool to process the solid butter. Which tool is chosen for this task?
A large knife
[ "A metal spoon", "A metal spatula", "A butter spreader", "A vegetable peeler", "A small paring knife", "A large knife", "A pair of kitchen scissors", "A pastry cutter" ]
5
clean
true
false
false
true
false
2026-05-02T09:26:46.213378Z
reviewer v9agx8j7
312
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1_BI0Anr_l4ZLD1xDax25qrXduUs4KxC0.mp4
clips/414a74e137f5.mp4
true
true
5
The user selects a tool to process the solid butter. Which tool is chosen for this task?
A large knife
[ "A metal spoon", "A metal spatula", "A butter spreader", "A vegetable peeler", "A small paring knife", "A large knife", "A pair of kitchen scissors", "A pastry cutter" ]
5
[]
62fd5b221f08
62fd5b221f08
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1.json
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1
1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ
15
causal_why
What later step explains why the person cuts the paper with scissors?
The paper is being prepared for a later inertia demonstration with the bottle.
[ "The paper is being prepared for a later inertia demonstration with the bottle.", "The paper is being cut so it can absorb water during a later test.", "The paper is being prepared as a flat surface to reflect light.", "The paper is being cut so it can float on water during a later test.", "The paper is bei...
0
clean
true
false
false
true
false
2026-05-01T15:30:19.359812Z
reviewer v9agx8j7
142
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ.mp4
clips/62fd5b221f08.mp4
true
true
6
Why does the person use scissors to cut paper?
Because later in the clip, they are going to conduct an experiment regarding the inertia of objects.
[ "Because later in the clip, they are going to conduct an experiment regarding the inertia of objects.", "To prepare several small strips that will be used to demonstrate the capillary action of colored liquids.", "Because two minutes later, they are going to conduct an experiment regarding the reflection of lig...
0
[]
328eba2b6131
328eba2b6131
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1.json
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1
1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ
15
other
After setting up the table area with the bottle and paper, why does the person move the plate to another spot?
To clear the space in front of the person for the bottle experiment.
[ "To hold down the edge of the tablecloth so it does not wrinkle during the bottle experiment.", "To clear the space in front of the person for the bottle experiment.", "To compare how the plate and bottle slide on the same table surface.", "To use the plate as a marker for where the bottle should stop.", "T...
1
clean
true
false
false
true
false
2026-05-01T17:59:57.243144Z
reviewer v9agx8j7
188
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ.mp4
clips/328eba2b6131.mp4
true
true
7
What is the purpose of moving the plate to another location at this moment?
To clear the space in front of the person to conduct an inertial experiment using a mineral water bottle.
[ "To use the weight of the plate to pin down the edge of the tablecloth, preventing it from wrinkling when the bottle moves.", "To clear the space in front of the person to conduct an inertial experiment using a mineral water bottle.", "To compare the static friction of the plate's ceramic base against the bottl...
1
[]
0cfb63cbb9d6
0cfb63cbb9d6
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1.json
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1
1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ
15
other
From earlier frames, which previous action was the key to the success of this experiment?
Use scissors to cut the paper bag shorter.
[ "Move the plate away from the center of the workspace.", "Adjust the height of the smartphone tripod to change the camera's recording angle.", "Cut a new, thicker strip of paper to replace the previous one.", "Use scissors to cut the paper bag shorter.", "Move the water bottle to a different location on the...
3
clean
true
false
false
true
false
2026-04-30T12:29:07.994006Z
visualizer
13
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ.mp4
clips/0cfb63cbb9d6.mp4
true
true
8
From earlier frames, which previous action was the key to the success of this experiment?
Use scissors to cut the paper bag shorter.
[ "Move the plate away from the center of the workspace.", "Adjust the height of the smartphone tripod to change the camera's recording angle.", "Cut a new, thicker strip of paper to replace the previous one.", "Use scissors to cut the paper bag shorter.", "Move the water bottle to a different location on the...
3
[]
c7cf21d932ff
c7cf21d932ff
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1.json
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1
1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ
15
spatial
What object is in the person’s left hand?
Lighter
[ "Lighter", "Spatula", "Candle", "Measuring cup", "Tweezers", "Scissor", "Strip", "Water bottle" ]
0
clean
true
false
false
true
false
2026-05-02T09:30:48.781901Z
reviewer v9agx8j7
313
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ.mp4
clips/c7cf21d932ff.mp4
true
true
9
What was he holding in his left hand?
Lighter
[ "Lighter", "Spatula", "Candle", "Measuring cup", "Tweezers", "Scissor", "Strip", "Water bottle" ]
0
[]
6cf6534268c1
6cf6534268c1
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1.json
drive-1-iw3fzw8qsiliktu-zpch-a428eef0f1
1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ
15
other
Which of the following statements about the actions and tools in the video is inconsistent with what happened?
At the end, the person turned on the faucet to wash the measuring cup in front of them.
[ "After the candle was lit, the person used the glass rod to stir the liquid inside the measuring cup.", "The person used a kitchen paper towel to wipe moisture off the candle before trying to light it.", "The person appeared to burn their hand while using the lighter to light the candle.", "When the person pu...
5
clean
true
false
false
true
false
2026-04-30T12:37:47.198135Z
visualizer
16
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-IW3fZW8qsILIKTu-ZpChCiFh3rt92UZ.mp4
clips/6cf6534268c1.mp4
true
true
10
Which of the following statements regarding the tools is inconsistent with the facts of the entire video?
In the end, the person turned on the faucet to wash the measuring cup placed in front of them.
[ "After the candle was lit, the person used the glass rod to stir the liquid inside the measuring cup.", "The person used a kitchen paper towel in an attempt to light the candle by wiping the moisture off its surface.", "The person burned their hand while using the lighter to light the candle.", "When the pers...
5
[]
6aecff03aa4a
6aecff03aa4a
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
other
Which sequence of tool use is shown when the person opens the pork package and transfers the pork into the wok?
The person first cuts open the pork package with a knife, then rinses the chopsticks and uses them to place the pork slices into the wok.
[ "The person opens the package with the knife, rinses the knife, and then uses the knife blade as a scoop for the pork.", "The person uses the knife tip to spear each pork slice and carry it from the package to the wok.", "The person opens the package by hand, then uses the chopsticks only to stir the pork after...
7
clean
true
false
false
true
false
2026-05-02T09:31:19.772593Z
reviewer v9agx8j7
314
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/6aecff03aa4a.mp4
true
true
11
In the pork-opening sequence, which tool-use order is actually shown?
The user cuts the pork package open with the knife first, then rinses the chopsticks and uses them to place the pork slices into the wok.
[ "The user opens the package with the knife, rinses the knife, and then uses the knife blade as a scoop for the pork.", "The user uses the knife tip to spear each pork slice and carry it from the package to the wok.", "The user opens the package by hand, then uses the chopsticks only to stir the pork after it is...
7
[]
5f3137ad92b9
5f3137ad92b9
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
temporal
When the person briefly lifts one pork slice with the chopsticks, what part of the slice are they checking?
The person raises the slice just enough to look at the underside that was touching the wok.
[ "The person moves all the pork slices to the center of the wok at once.", "The person holds the slice in the air to drain sauce back into the bowl.", "The person uses the chopsticks to scrape under the pork and clean the wok surface.", "The person raises the slice just enough to look at the underside that was...
3
clean
true
false
false
true
false
2026-05-02T09:33:00.895944Z
reviewer v9agx8j7
315
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/5f3137ad92b9.mp4
true
true
12
When the user briefly lifts one pork slice with the chopsticks, what exact visual check is being made?
The user raises the slice just enough to look at the underside that was touching the wok.
[ "The user moves every pork slice at once to the center of the wok.", "The user holds the slice in the air to drain sauce back into the bowl.", "The user uses the chopsticks to scrape under the pork and clean the wok surface.", "The user raises the slice just enough to look at the underside that was touching t...
3
[]
991f40d80922
991f40d80922
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
temporal
When the person moves the pork pieces to different parts of the wok, how are the chopsticks used to move the meat?
The chopsticks pinch and lift individual meat slices one by one to reposition them.
[ "The chopsticks are held together tightly to sweep multiple slices across the wok surface at once.", "The chopsticks are only used to separate pieces that are stuck together, not to move them across the pan.", "The chopsticks are spun in a circular motion to drag the meat around the wok.", "The chopsticks pus...
6
clean
true
false
false
true
false
2026-05-01T15:33:32.994487Z
reviewer v9agx8j7
143
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/991f40d80922.mp4
true
true
13
When the user moves the pork pieces to different heat zones in the wok, how exactly are the chopsticks physically manipulated to move the meat?
The chopsticks pinch and lift individual meat slices one by one to reposition them.
[ "The chopsticks are held together tightly to sweep multiple slices across the wok surface at once.", "The chopsticks are only used to separate pieces that are stuck together, not to move them across the pan.", "The user spins the chopsticks in a circular motion to drag the meat in a whirlpool effect.", "At th...
6
[]
2a85bb5981cd
2a85bb5981cd
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
other
When the person switches from the wok to the cutting board, how do they handle the chopsticks and the knife?
The person releases the chopsticks onto the counter, grasps the knife handle, and immediately presses down to slice the pepper.
[ "The person holds the pepper down firmly with the chopsticks in the left hand while slicing with the knife in the right.", "The person drops the chopsticks directly into the sink and uses the wet hands to pick up the knife.", "The person keeps the chopsticks tucked between their pinky and ring finger while grip...
5
clean
true
false
false
true
false
2026-05-01T19:56:18.428195Z
reviewer v9agx8j7
250
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/2a85bb5981cd.mp4
true
true
14
At the exact moment of switching tools from the wok to the cutting board, how does the user physically handle the chopsticks and the knife?
The user completely releases the chopsticks onto the counter, grasps the knife handle, and immediately applies downward pressure to slice the pepper.
[ "The user holds the pepper down firmly with the chopsticks in the left hand while slicing with the knife in the right.", "The user drops the chopsticks directly into the sink and uses the wet hands to pick up the knife.", "The user keeps the chopsticks tucked between their pinky and ring finger while gripping t...
5
[]
571060dcb9e3
571060dcb9e3
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
procedural_how
How does the person restrict the use of the knife during the garlic peeling process?
The knife is only used to cut off the very end of the clove, and the actual peeling is done by hand.
[ "The knife is used to chop the unpeeled garlic into tiny pieces.", "The knife is used to spear the garlic clove while pulling the skin with chopsticks.", "The knife is not used at all; the person uses fingernails to start the peeling.", "The knife is used to smash the garlic flat to make the skin fall off.", ...
7
clean
true
false
false
true
false
2026-05-02T09:33:21.465697Z
reviewer v9agx8j7
316
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/571060dcb9e3.mp4
true
true
15
How does the user restrict the use of the knife during the garlic peeling process?
The knife is only used to cut off the very end of the clove, and the actual peeling is done by hand.
[ "The knife is used to chop the unpeeled garlic into tiny pieces.", "The knife is used to spear the garlic clove while pulling the skin with chopsticks.", "The knife is not used at all; the user uses their fingernails to start the peeling.", "The knife is used to smash the garlic flat to make the skin fall off...
7
[]
2934e4168123
2934e4168123
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
temporal
Right after the bowl is tilted over the wok, what tool action follows?
The person uses the chopsticks to move through the pork so the newly poured sauce mixes with the meat.
[ "The person uses the knife to cut the pork inside the wok immediately after pouring the sauce.", "The person uses the chopsticks to move through the pork so the newly poured sauce mixes with the meat.", "The person uses the chopsticks to keep the sauce separate from the pork.", "The person pours the sauce ont...
1
clean
true
false
false
true
false
2026-05-02T09:33:48.692171Z
reviewer v9agx8j7
317
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/2934e4168123.mp4
true
true
16
Right after the bowl is tilted over the wok, what tool action follows?
The user uses the chopsticks to move through the pork so the newly poured sauce mixes with the meat.
[ "The user uses the knife to cut the pork inside the wok immediately after pouring the sauce.", "The user uses the chopsticks to move through the pork so the newly poured sauce mixes with the meat.", "The user uses the chopsticks to keep the sauce separate from the pork.", "The user pours the sauce onto the cu...
1
[]
eb1adb4dbdd9
eb1adb4dbdd9
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
procedural_how
How does the person transport the chopped onion, chili, and garlic from the prep area into the wok simultaneously?
By lifting the entire cutting board and tilting it over the wok so the ingredients slide in.
[ "By using the broad side of the knife as a scoop to carry the vegetables.", "By picking up the ingredients pinch by pinch using the chopsticks.", "By sweeping all the ingredients into their hands and dropping them into the wok.", "By wrapping the ingredients in a paper towel to carry them to the stove.", "B...
6
clean
true
false
false
true
false
2026-05-02T09:33:57.286436Z
reviewer v9agx8j7
318
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/eb1adb4dbdd9.mp4
true
true
17
How does the user transport the chopped onion, chili, and garlic from the prep area into the wok simultaneously?
By lifting the entire cutting board and tilting it over the wok so the ingredients slide in.
[ "By using the broad side of the knife as a scoop to carry the vegetables.", "By picking up the ingredients pinch by pinch using the chopsticks.", "By sweeping all the ingredients into their hands and dropping them into the wok.", "By wrapping the ingredients in a paper towel to carry them to the stove.", "B...
6
[]
33fae45d4a53
33fae45d4a53
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
other
How are the small lid and the wide cutting board arranged to cover the wok opening?
The small lid rests directly on the wok, and the flat cutting board is laid over both the lid and the remaining open gap.
[ "The cutting board is placed flat on the wok first, and the small lid is placed on top of the board as a weight.", "The cutting board is placed across the wok first, and the small lid is used to cover the remaining crescent-shaped opening on the side.", "The two items are placed side-by-side, neither overlappin...
7
clean
true
false
false
true
false
2026-05-02T09:34:07.762594Z
reviewer v9agx8j7
319
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/33fae45d4a53.mp4
true
true
18
Physically, how are the small pan lid and the wide cutting board arranged together to close off the wok opening?
The small lid rests directly on the wok, and the flat cutting board is laid over both the lid and the remaining open gap.
[ "The cutting board is placed flat on the wok first, and the small lid is placed on top of the board as a weight.", "The cutting board is placed across the wok first, and the small lid is used to cover the remaining crescent-shaped opening on the side.", "The two items are placed side-by-side, neither overlappin...
7
[]
99576cefda0a
99576cefda0a
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
temporal
When the wok cover is temporarily removed, what specific physical action does the person perform with the chopsticks to interact with the simmering food?
The person inserts the chopsticks into the center of the dish and moves them in a circular stirring motion to agitate the contents.
[ "The chopsticks are used to separate the onion and garlic pieces that have clumped together with the meat.", "The person inserts the chopsticks into the center of the dish and moves them in a circular stirring motion to agitate the contents.", "The person pokes the center of the thickest meat slice with the cho...
1
clean
true
false
false
true
false
2026-05-02T09:35:05.764596Z
reviewer v9agx8j7
320
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/99576cefda0a.mp4
true
true
19
When the wok cover is temporarily removed, what specific physical action does the user perform with the chopsticks to interact with the simmering food?
The user inserts the chopsticks into the center of the dish and moves them in a circular stirring motion to agitate the contents.
[ "The chopsticks are used to separate the onion and garlic pieces that have clumped together with the meat.", "The user inserts the chopsticks into the center of the dish and moves them in a circular stirring motion to agitate the contents.", "The user pokes the center of the thickest meat slice with the chopsti...
1
[]
37f499dff567
37f499dff567
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
temporal
When preparing to take the cooked meat out of the wok, how does the person physically dismantle the two-part cover setup?
The person removes only the cutting board to use it as a surface, leaving the small glass lid on the wok temporarily.
[ "The person slides the cutting board underneath the wok to act as a heat pad.", "The person removes the small lid first, leaving the cutting board fully covering the wok.", "The person lifts the cutting board and the lid together as a single unit and puts them in the sink.", "The person leaves both pieces on ...
6
clean
true
false
false
true
false
2026-05-02T09:35:21.730992Z
reviewer v9agx8j7
321
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/37f499dff567.mp4
true
true
20
When preparing to take the cooked meat out of the wok, how does the user physically dismantle the two-part cover setup?
They remove only the cutting board to use it as a surface, leaving the small glass lid on the wok temporarily.
[ "They slide the cutting board underneath the wok to act as a heat pad.", "They remove the small lid first, leaving the cutting board fully covering the wok.", "They lift the cutting board and the lid together as a single unit and put them in the sink.", "They leave both pieces on the wok and pull the meat out...
6
[]
69930b5695a0
69930b5695a0
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
other
How do the chopsticks and knife work together when the cooked meat is moved to the cutting board?
The chopsticks grip the meat, while the knife is actively brought underneath the gripped meat to support it during the move.
[ "The knife pushes the meat up the sloped wall of the wok so the chopsticks can grab it without reaching into the hot oil.", "The knife is held flat underneath the transferred meat strictly to catch any dripping hot oil and prevent counter spills.", "The chopsticks independently carry the meat, while the knife i...
3
clean
true
false
false
true
false
2026-05-01T19:56:42.671894Z
reviewer v9agx8j7
251
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/69930b5695a0.mp4
true
true
21
What precise physical coordination between the chopsticks and the knife is visible during the transfer of the cooked meat to the cutting board?
The chopsticks grip the meat, while the knife is actively brought underneath the gripped meat to support it during the move.
[ "The knife pushes the meat up the sloped wall of the wok so the chopsticks can grab it without reaching into the hot oil.", "The knife is held flat underneath the transferred meat strictly to catch any dripping hot oil and prevent counter spills.", "The chopsticks independently carry the meat, while the knife i...
3
[]
877f28b55ce8
877f28b55ce8
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9.json
drive-1-x-0uhjgkkzozcywh8v1n-25ef2395f9
1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP
2
other
What is the exact physical motion of the knife used to transfer the diced meat from the cutting board back into the wok?
The person lifts and tilts the cutting board, then uses the edge of the knife blade to scrape across the board’s surface to push the meat off.
[ "The person places the lip of the tilted board directly inside the wok and lets the meat slide down solely by gravity without using the knife.", "The person leaves the board flat and uses the edge of the knife to sweep the meat directly into an open palm.", "The person scoops the diced meat using the broad side...
4
clean
true
false
false
true
false
2026-05-02T09:35:49.690472Z
reviewer v9agx8j7
322
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/1-X-0uhJGKKZOzCYwh8V1Nkrbv_3C3kGP.mp4
clips/877f28b55ce8.mp4
true
true
22
What is the exact physical motion of the knife used to transfer the diced meat from the cutting board back into the wok?
The user lifts and tilts the cutting board, then uses the edge of the knife blade to scrape across the board's surface to push the meat off.
[ "The user places the lip of the tilted board directly inside the wok and lets the meat slide down solely by gravity without using the knife.", "The user leaves the board flat and uses the edge of the knife to sweep the meat directly into their open palm.", "The user scoops the diced meat using the broad side of...
4
[]
4e3c0f949b04
4e3c0f949b04
drive-10004cxcq2aakv2w9babzv-6b17069cb4.json
drive-10004cxcq2aakv2w9babzv-6b17069cb4
10004CXCq2aAKv2W9BabZvf72js6UYKEk
16
causal_why
Why did the person change the tool?
Because the volume of liquid to be transferred was smaller.
[ "Because the person needed to use an electronic pipette for the liquid-transfer task.", "Because the experimental procedure had changed before the transfer step.", "Because the overall purpose of the experiment had changed.", "Because the volume of liquid to be transferred was smaller.", "Because liquid tra...
3
clean
true
false
false
true
false
2026-04-30T13:43:40.869328Z
shulin
32
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/10004CXCq2aAKv2W9BabZvf72js6UYKEk.mp4
clips/4e3c0f949b04.mp4
true
true
23
Why did the person change the tool?
Due to the liquid transferring volume being smaller
[ "using an electronic pipette to perform their task.", "Change experiment", "Change of experimental purpose", "Due to the liquid transferring volume being smaller", "don't need to do liquid transferring anymore", "To avoid cross contamination between the different samples", "Personal preference", "for ...
3
[]
bd41f4b4857c
bd41f4b4857c
drive-10004cxcq2aakv2w9babzv-6b17069cb4.json
drive-10004cxcq2aakv2w9babzv-6b17069cb4
10004CXCq2aAKv2W9BabZvf72js6UYKEk
16
causal_why
Why does the person switch from one pipette tool to another?
To improve experimental efficiency by using a multichannel pipettor.
[ "To improve experimental efficiency by using a multichannel pipettor.", "To switch tools based on personal preference rather than experimental need.", "To change the experiment before continuing with the liquid-transfer step.", "To perform a different task that no longer uses the same pipette tool.", "To pr...
0
clean
true
false
false
true
false
2026-04-30T13:45:13.182484Z
shulin
33
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/10004CXCq2aAKv2W9BabZvf72js6UYKEk.mp4
clips/bd41f4b4857c.mp4
true
true
24
Why does the person change from a pipette to the other pipette?
To use a multichannel pipettor to enhance experimental efficiency
[ "To use a multichannel pipettor to enhance experimental efficiency", "personal preference", "change the experiment", "to perform a different task", "prevent contamination", "To use an electronic pipette", "adjust for a specific experimental step", "not doing liquid transferring task anymore" ]
0
[]
90156b4f8219
90156b4f8219
drive-10004cxcq2aakv2w9babzv-6b17069cb4.json
drive-10004cxcq2aakv2w9babzv-6b17069cb4
10004CXCq2aAKv2W9BabZvf72js6UYKEk
16
causal_why
Why did the person pour the liquid from the tube into the white container?
To draw liquid from the white container using a multichannel pipette.
[ "To measure the volume of the liquid using markings on the white container.", "To mix the liquid with a chemical reagent inside the white container.", "To switch to a different step of the experiment.", "To draw liquid from the white container using a multichannel pipette.", "To dispose of the liquid in the...
3
clean
true
false
false
true
false
2026-04-30T13:47:03.837118Z
shulin
34
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/10004CXCq2aAKv2W9BabZvf72js6UYKEk.mp4
clips/90156b4f8219.mp4
true
true
25
Why did the person pour the liquid from the tube into a white box?
To suck liquid from the white box using a multi-channel pipette
[ "To measure the volume of the liquid using the white box scale", "To mix the liquid with a chemical reagent inside the white box", "change tasks", "To suck liquid from the white box using a multi-channel pipette", "Throw away the liquid", "to store the liquid in the white box", "personal preference", ...
3
[]
0e45dff3e156
0e45dff3e156
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.json
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff
10
count
How many cloves of garlic did this person peel to make this bowl of garlic paste?
8
[ "8", "9", "6", "11", "5", "12", "10", "7" ]
0
clean
true
false
false
true
false
2026-04-30T13:47:15.662297Z
shulin
35
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.mp4
clips/0e45dff3e156.mp4
true
true
26
How many cloves of garlic did this person peel to make this bowl of garlic paste?
8
[ "8", "9", "6", "11", "5", "12", "10", "7" ]
0
[]
8e4aefab82bb
8e4aefab82bb
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.json
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff
10
causal_why
Why is the person washing the cutting board?
To prepare to chop onions.
[ "To clean off the meat blood.", "To clean it before putting it away in the cupboard.", "To get ready to mince ginger", "To prepare for kneading bread dough", "To prepare to chop the garlic", "To prepare to cut the potatoes", "To prepare to chop onions.", "To clean it after slicing carrots." ]
6
clean
true
false
false
true
false
2026-04-30T13:48:43.268582Z
shulin
36
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.mp4
clips/8e4aefab82bb.mp4
true
true
27
Why is the person washing the cutting board?
To prepare to chop onions
[ "To clean off the meat blood", "To put it away in the cupboard", "To get ready to mince ginger", "To prepare for kneading bread dough", "To prepare to chop the garlic", "To prepare to cut the potatoes", "To prepare to chop onions", "Because they finished slicing the carrots" ]
6
[]
99f8f661cb6e
99f8f661cb6e
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.json
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff
10
causal_why
Why does the person plug in a different power cord?
Because the person had plugged in the wrong cord first, and the intended goal was to power the induction cooker.
[ "Because the person had plugged in the wrong cord first, and the intended goal was to power the induction cooker.", "Because the person wanted to test two electrical appliances at the same time.", "Because the blender needed a higher-voltage outlet than the kettle.", "Because the first cord was too short to r...
0
clean
true
false
false
true
false
2026-04-30T14:48:04.444961Z
shulin
37
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.mp4
clips/99f8f661cb6e.mp4
true
true
28
Why is this person plugging in another plug?
The first plug was connected by mistake; the goal was to power the induction cooker.
[ "The first plug was connected by mistake; the goal was to power the induction cooker.", "To perform a safety test on both electrical appliances simultaneously.", "The blender required a higher voltage outlet than the one currently being used for the kettle.", "The initial cord was too short to reach the desig...
0
[]
4e7e10797646
4e7e10797646
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.json
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff
10
spatial
Where did the person take the eggs from?
From the backpack
[ "From the refrigerator", "From the counter", "From the pot", "From the backpack", "From the microwave", "From the table", "From the plastic bag", "From the cupboard" ]
3
clean
true
false
false
true
false
2026-04-30T14:48:12.224374Z
shulin
38
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.mp4
clips/4e7e10797646.mp4
true
true
29
Where did the person take the eggs from?
From the backpack
[ "From the refrigerator", "From the counter", "From the pot", "From the backpack", "From the microwave", "From the table", "From the plastic bag", "From the cupboard" ]
3
[]
3abc4ee8acb1
3abc4ee8acb1
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.json
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff
10
other
What ingredients were placed on this washed cutting board previously?
Potato pancakes
[ "Garlic bulb", "Potato pancakes", "Sliced carrots", "Tomato", "Onion", "Potato", "Chicken breast", "Sausage" ]
1
clean
true
false
false
true
false
2026-04-30T14:48:22.073327Z
shulin
39
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.mp4
clips/3abc4ee8acb1.mp4
true
true
30
What ingredients were placed on this washed cutting board previously?
Potato pancakes
[ "Garlic bulb", "Potato pancakes", "Sliced carrots", "Tomato", "Onion", "Potato", "Chicken breast", "Sausage" ]
1
[]
fa03ee6d7f43
fa03ee6d7f43
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.json
drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff
10
other
What is the person planning to do with this spatula?
Mash the potatoes into mashed potatoes
[ "Mix the ingredients together", "Scrape the leftover food into the trash", "Mash the potatoes into mashed potatoes", "Scoop the potatoes into a bowl", "Spread the butter onto the potatoes", "Scoop the potatoes into a pot", "Transfer the potatoes to a serving plate", "Flip the potatoes" ]
2
clean
true
false
false
true
false
2026-04-30T14:48:31.376283Z
shulin
40
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/drive-14-cqg6itkjlgpcs0usmr4-a09a3af7ff.mp4
clips/fa03ee6d7f43.mp4
true
true
31
What is the person planning to do with this spatula?
Mash the potatoes into mashed potatoes
[ "Mix the ingredients together", "Scrape the leftover food into the trash", "Mash the potatoes into mashed potatoes", "Scoop the potatoes into a bowl", "Spread the butter onto the potatoes", "Scoop the potatoes into a pot", "Transfer the potatoes to a serving plate", "Flip the potatoes" ]
2
[]
48effacf430b
48effacf430b
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
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 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.",...
0
clean
true
false
false
true
false
2026-04-30T14:49:58.225804Z
shulin
41
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/48effacf430b.mp4
true
true
32
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 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.",...
0
[]
7a8085bbaf60
7a8085bbaf60
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
purpose_what_for
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...
6
clean
true
false
false
true
false
2026-05-01T03:14:54.314530Z
shulin
56
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/7a8085bbaf60.mp4
true
true
33
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...
6
[]
942cb864c69f
942cb864c69f
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
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...
6
clean
true
false
false
true
false
2026-05-01T03:22:43.782696Z
shulin
57
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/942cb864c69f.mp4
true
true
34
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...
6
[]
20dcdc429c23
20dcdc429c23
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
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 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.", "The b...
1
clean
true
false
false
true
false
2026-05-01T03:23:11.363237Z
shulin
58
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/20dcdc429c23.mp4
true
true
35
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 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.", "The b...
1
[]
20eceb4e013b
20eceb4e013b
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
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 ...
5
clean
true
false
false
true
false
2026-05-01T03:23:19.971660Z
shulin
59
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/20eceb4e013b.mp4
true
true
36
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 ...
5
[]
c4a4f181b854
c4a4f181b854
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
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 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...
0
clean
true
false
false
true
false
2026-05-01T03:23:25.232085Z
shulin
60
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/c4a4f181b854.mp4
true
true
37
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 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...
0
[]
7d2396751018
7d2396751018
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
While the chopsticks are still resting beside the bowls during the long seasoning step, how are they used later in the clip?
They later replace the spoon inside the pan for a more precise, piece-by-piece adjustment after the long seasoning step.
[ "They later replace the spoon inside the pan for a more precise, piece-by-piece adjustment after the long seasoning step.", "They later guide onion chunks from the waiting bowl into the pan after seasoning.", "They later move browned pieces from the patterned bowl into a cleaner holding bowl at the counter.", ...
0
clean
true
false
false
true
false
2026-05-01T03:27:30.996947Z
shulin
61
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/7d2396751018.mp4
true
true
38
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 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 ...
0
[]
d134c8147950
d134c8147950
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
After the cook has moved on from the last purple piece to the larger brown onions, briefly using the knife on the larger onion, why does the cook switch to using bare fingers?
Because the knife has already loosened part of the dry outer layer, so the cook can pull away the loose skin by hand before using the knife again where needed.
[ "Because the bowl beside the board is about to receive the brown peels, so the person is freeing the knife hand for a quick transfer.", "Because the onion has already been fully peeled, so the cook only uses bare fingers to check whether any skin remains.", "Because the pork plate is about to replace the board ...
5
clean
true
false
false
true
false
2026-05-02T09:36:10.284121Z
reviewer v9agx8j7
323
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/d134c8147950.mp4
true
true
39
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...
5
[]
35b3e9746b40
35b3e9746b40
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
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 s...
3
clean
true
false
false
true
false
2026-05-01T03:32:49.954185Z
shulin
63
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/35b3e9746b40.mp4
true
true
40
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 s...
3
[]
19691bd7cc94
19691bd7cc94
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
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 the person pl...
3
clean
true
false
false
true
false
2026-05-02T09:36:29.788909Z
reviewer v9agx8j7
324
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/19691bd7cc94.mp4
true
true
41
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...
3
[]
88406ce31ee3
88406ce31ee3
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
purpose_what_for
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 the person is freeing space to grab the oil bottle for a fresh pour before using any dry seasoning.", "Because the person is checking whether the cubes are cooked enough to come out of the pan before the first seasoning pass.", "Because the person wants to push the cubes away from the hotter middle bef...
5
clean
true
false
false
true
false
2026-05-02T09:36:54.400707Z
reviewer v9agx8j7
325
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/88406ce31ee3.mp4
true
true
42
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...
5
[]
ae372e17e37b
ae372e17e37b
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
purpose_what_for
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 the person needs to hold the pork mostly in place while waiting to pour more oil underneath it before any real searing starts.", "Because the person wants to check which pieces are already cooked enough to remove before the rest of the batch is turned.", "Because the person is arranging the pork so it ...
7
clean
true
false
false
true
false
2026-05-02T09:37:21.694615Z
reviewer v9agx8j7
326
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/ae372e17e37b.mp4
true
true
43
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...
7
[]
25f8ba3c87a0
25f8ba3c87a0
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
When the person briefly picks up the green-capped bottle and then abandons it for another tool, what best explains why the bottle is not the tool the person commits to?
Because the person decides the pan needs a fresh layer of seasoning more than another pour of oil before returning to stirring.
[ "Because the person intends to carry the bottle toward the sink area during the interruption instead of using it at the stove.", "Because the person is checking the bottle only to decide whether it should replace the grinder for the rest of the clip.", "Because the person is preparing to drizzle the raw meat bo...
5
clean
true
false
false
true
false
2026-05-02T09:37:57.802280Z
reviewer v9agx8j7
327
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/25f8ba3c87a0.mp4
true
true
44
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...
5
[]
08750e9e942b
08750e9e942b
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
purpose_what_for
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", ...
5
clean
true
false
false
true
false
2026-05-01T03:34:10.283238Z
shulin
68
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/08750e9e942b.mp4
true
true
45
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", ...
5
[]
5a443032c50f
5a443032c50f
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
causal_why
Why does the person 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 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...
0
clean
true
false
false
true
false
2026-05-02T09:38:52.370915Z
reviewer v9agx8j7
328
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/5a443032c50f.mp4
true
true
46
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 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...
0
[]
e8e13ccf40bd
e8e13ccf40bd
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
causal_why
Why does the person 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 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 prepare the bowl for another immediate pour over the pan from the sink side", "To get the bowl ...
1
clean
true
false
false
true
false
2026-05-02T09:39:04.382346Z
reviewer v9agx8j7
329
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/e8e13ccf40bd.mp4
true
true
47
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 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 prepare the bowl for another immediate pour over the pan from the sink side", "To get the bowl ...
1
[]
772b5c3b659d
772b5c3b659d
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
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 wok is being preheated in advance because the board work is nearly done and the first meat step will need heat immediately.", "The cook is checking whether the wok is still clean enough to use without another rinse."...
1
clean
true
false
false
true
false
2026-05-01T03:49:06.745639Z
shulin
71
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/772b5c3b659d.mp4
true
true
48
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 wok is being preheated in advance because the board work is nearly done and the first meat step will need heat immediately.", "The cook is checking whether the wok is still clean enough to use without another rinse."...
1
[]
2cbf692303dc
2cbf692303dc
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
spatial
After the raw pork is moved off the plate, why does the cook clear the plate instead of leaving it beside the stove?
The plate is being reused as the nearest receiving surface for cooked pieces coming out of the wok.
[ "The plate is being cleared so another batch of raw meat can be seasoned on it separately.", "The plate is being cleared so the chopsticks and spatula can rest there 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 clea...
6
clean
true
false
false
true
false
2026-05-01T03:53:10.431410Z
shulin
72
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/2cbf692303dc.mp4
true
true
49
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...
6
[]
a58685db7d96
a58685db7d96
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3.json
drive-165eqbwtro3q-gnvcyb3yw-488f839ea3
165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV
5
temporal
After the pork is finished, why does the cook add oil to the wok again instead of setting the wok aside?
Because the cook is preparing a fresh oiled surface in the same wok for the next egg-cooking step.
[ "Because the cook is preparing a fresh oiled surface in the same wok for the next egg-cooking step.", "Because the cook is trying to loosen browned residue so the wok can be put away without washing.", "Because the cook is re-oiling the wok so the cooked pork can be returned and warmed without sticking.", "Be...
0
clean
true
false
false
true
false
2026-04-30T18:32:24.052350Z
reviewer v9agx8j7
46
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/165EQbWTro3q-GnVCyb3yW6Y9i1bHnqOV.mp4
clips/a58685db7d96.mp4
true
true
50
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 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 fre...
0
[]
2894e425e981
2894e425e981
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
purpose_what_for
After the freshly rinsed greens are separated by hand and placed beside the knife, why is that pile left there instead of being cut right away?
Because the pile is being kept as a temporary holding area for wet, already-separated greens while the cook sets up the pan.
[ "Because the pile is being compressed so the knife can remove the stem line in one quick pass before anything else resumes.", "Because the pile is being moved aside to clear space for handling another ingredient from the tray.", "Because the pile is being arranged near the tray so the greens can be seasoned bef...
4
clean
true
false
false
true
false
2026-04-30T18:39:31.023263Z
reviewer v9agx8j7
47
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/2894e425e981.mp4
true
true
51
Once the freshly rinsed greens have been hand-separated and pressed into a lower pile beside the visible knife, what is the best explanation for why that pile is left there instead of being cut right away?
Because the pile is being parked as a temporary holding area for wet, already-separated greens while pan setup takes priority.
[ "Because the pile is being compressed so the knife can remove the stem line in one quick pass before anything else resumes.", "Because the pile is being shifted into one corner so the tray can immediately take over the small white pieces from the earlier package.", "Because the pile is being arranged as a tray-...
4
[]
6837c0317a91
6837c0317a91
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
temporal
After the eggs are cracked and the white spatula is quickly rinsed, the person returns to the burner carrying the spatula and a patterned plate. What role does the plate mainly serve during the rest of the clip?
It is kept ready as a receiving surface while the person uses the spatula to check whether part of the egg can lift cleanly, without fully committing to plating unless the egg releases well.
[ "It is there to receive rinsed greens from the sink, so the next task can shift to produce rather than continue with the eggs.", "It is kept ready as a receiving surface while the person uses the spatula to check whether part of the egg can lift cleanly, without fully committing to plating unless the egg releases...
1
clean
true
false
false
true
false
2026-04-30T18:42:52.776751Z
reviewer v9agx8j7
48
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/6837c0317a91.mp4
true
true
52
After the eggs are cracked and the white spatula gets a quick rinse, the person returns to the burner carrying that spatula and a patterned plate. What does the rest of the clip show the plate is mainly doing there?
It is there as a ready receiving surface while the spatula tests whether any egg section can lift cleanly, without committing to serving unless the release looks good.
[ "It is there to receive washed greens from the sink, so the upcoming work can stay on produce instead of staying with the eggs.", "It is there as a ready receiving surface while the spatula tests whether any egg section can lift cleanly, without committing to serving unless the release looks good.", "It is ther...
1
[]
972dffd50386
972dffd50386
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
temporal
After putting the phone down and turning back toward the sink, why does the person stay at the tap instead of immediately reaching into the open yellow bag?
To rinse the pan and reset the workspace before looking for the next ingredient again.
[ "To wet their hands only before immediately reaching back into the yellow bag.", "To rewash the cutting board so chopping can resume on a freshly cleaned surface.", "To open the small sauce container at the sink before adding it in the next step.", "To cool the pan contents with water before any seasoning is ...
6
clean
true
false
false
true
false
2026-04-30T18:47:20.409688Z
reviewer v9agx8j7
49
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/972dffd50386.mp4
true
true
53
After putting the phone down and turning back toward the sink, why does the person stay at the tap instead of immediately reaching into the open yellow bag?
To rinse the pan and finish the cleanup-reset step before searching for the next ingredient again.
[ "To wet the hands only and then go straight back to grabbing from the yellow bag.", "To rewash the cutting board so chopping can resume on a freshly cleaned surface.", "To use the sink as the place to open the small sauce container for the next addition.", "To cool the pan contents with water before any seaso...
6
[]
9146e701c326
9146e701c326
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
temporal
After already rinsing once, what intervening contact best explains why the cook still washes again before touching the napa cabbage?
The cook touches the eggshell or egg-contaminated surface again during the transition, so the hand is washed once more before handling the napa cabbage.
[ "The second rinse is mainly to keep the knife handle from picking up oil before cutting begins.", "The leaves need damp fingers to open up properly, so the rinse is primarily a texture-prep step for the cabbage.", "The tray is about to be lifted and repositioned, so the rinse is mainly to keep the grip from sli...
4
clean
true
false
false
true
false
2026-04-30T19:16:59.890999Z
reviewer v9agx8j7
50
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/9146e701c326.mp4
true
true
54
After already rinsing once, what intervening contact best explains why the cook still washes again before touching the napa cabbage?
A hand goes back to the egg shell or surface during the transition, so the contamination reset has to be repeated before vegetable handling.
[ "The second rinse is mainly to keep the knife handle from picking up oil before cutting begins.", "The leaves need damp fingers to open up properly, so the rinse is primarily a texture-prep step for the cabbage.", "The tray is about to be lifted and repositioned, so the rinse is mainly to keep the grip from sli...
4
[]
7d3e72347381
7d3e72347381
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
temporal
When the cook first brings the knife to the napa cabbage, how is the blade used before the cabbage is handled by hand?
It makes a small cut in the tight plastic wrapper so the package can be torn open more easily by hand.
[ "It trims the dense root end so the leaves will separate faster once washing begins.", "It loosens the firm center so the tough core can be discarded before the wrapper is fully removed.", "It pierces the wrapper to let trapped rinse water drain before the bundle is unfolded.", "It frees a leaf that is caught...
7
clean
true
false
false
true
false
2026-05-01T20:35:16.722929Z
reviewer v9agx8j7
290
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/7d3e72347381.mp4
true
true
55
When the knife comes out beside the tightly wrapped napa cabbage, what job is the blade actually doing before any real chopping of the leaves begins?
It is nicking the tight plastic wrapper so the package can be torn open more easily by hand.
[ "It is trimming the dense root end so the leaves will separate faster once washing begins.", "It is loosening the firm center so the tough core can be discarded before the wrapper is fully removed.", "It is piercing the wrapper to let trapped rinse water drain before the bundle is unfolded.", "It is freeing a...
7
[]
0616a9b919d4
0616a9b919d4
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
causal_why
After the cook briefly breaks from the cabbage work and then returns to the sink before handling the cabbage again, what intervening detail best explains that extra sink stop?
Because the same hand briefly handles the phone during the interruption, and the sink stop rinses that hand before it returns to the cabbage.
[ "Because the cook needs to dampen the fingers again before cracking the next egg cleanly on the pan edge.", "Because the knife handle is the next item that needs washing after the phone is set down.", "Because the tray is about to be carried, so the rinse is mainly to improve grip rather than hygiene.", "Beca...
7
clean
true
false
false
true
false
2026-04-30T19:20:11.156124Z
reviewer v9agx8j7
51
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/0616a9b919d4.mp4
true
true
56
Why does the cook detour back to the sink after touching the phone instead of returning straight to the cabbage?
Because the phone is a non-food contact, and the hand is reset before it goes back to the cabbage.
[ "Because the fingers need to be damp again before the next egg can be cracked cleanly on the pan edge.", "Because the knife handle is the next item that needs washing after the phone is set down.", "Because the tray is about to be carried, so the rinse is mainly to improve grip rather than hygiene.", "Because...
7
[]
e64211f6c155
e64211f6c155
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
other
Why does the cook switch off the induction while the cabbage trimming is still underway?
Because the eggs have already cooked enough that they could overcook if the cook keeps focusing on the board work.
[ "Because the pan needs to be cool enough for another shell-tapping step later in the sequence.", "Because the cook has decided to restart the egg phase from scratch after the cabbage trimming is done.", "Because the board is about to be washed, and the burner has to be off before any sink work can continue.", ...
6
clean
true
false
false
true
false
2026-05-01T08:47:51.950941Z
reviewer v9agx8j7
93
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/e64211f6c155.mp4
true
true
57
While the cabbage is still being trimmed on the board, why does the cook switch the induction off instead of simply finishing the cutting and leaving the pan alone a little longer?
Because the eggs are already far enough along that they could overcook while attention stays on the board.
[ "Because the pan needs to be cool enough for another shell-tapping step later in the sequence.", "Because the cook has decided to restart the egg phase from scratch after the cabbage trimming is done.", "Because the board is about to be washed, and the burner has to be off before any sink work can continue.", ...
6
[]
9511fcc23159
9511fcc23159
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
causal_why
When seasoning remains on the spoon over the wok, why does the cook use a piece of cut cabbage against the spoon before continuing the mixing?
Because the cabbage can act as an edible scraper, moving the remaining seasoning back into the same mixture without using the just-cleaned hand.
[ "Because the cabbage can act as an edible scraper, moving the remaining seasoning back into the same mixture without using the just-cleaned hand.", "Because the cabbage piece keeps the spoon from striking the wok rim and knocking seasoning outside.", "Because the seasoning is too thick to mix in by hand later, ...
0
clean
true
false
false
true
false
2026-04-30T19:32:41.375581Z
reviewer v9agx8j7
55
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/9511fcc23159.mp4
true
true
58
Why is a piece of cut cabbage used to wipe the seasoning off the spoon back into the wok instead of scraping the spoon clean with fingers or just leaving the residue there?
Because the cabbage can act as an edible scraper that pulls the remaining paste back into the same mixture without using the just-cleaned hand.
[ "Because the cabbage can act as an edible scraper that pulls the remaining paste back into the same mixture without using the just-cleaned hand.", "Because the cabbage piece keeps the spoon from striking the wok rim and knocking seasoning outside.", "Because the residue is too thick to mix in by hand later, so ...
0
[]
bced823ce81c
bced823ce81c
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a.json
drive-17-5ibt4leyf0r9litygnj-9ce2e04a1a
17_5ibt4lEYf0R9lITYGnJoYp7BejskUo
5
temporal
When the finished fried eggs are moved onto the seasoned cabbage-rice mixture, what feature of the white spatula makes it useful for the transfer?
Its broad, flat surface supports the finished eggs as they slide over, making them less likely to tear than with a narrower tool.
[ "The spatula is needed to scrape excess seasoning off the top of the rice before the eggs can be set down.", "The eggs are stuck to the pan only in tiny patches, so the main task is precise point-by-point lifting rather than broad support.", "The spatula acts as a shield to keep the cabbage-rice mixture from sl...
6
clean
true
false
false
true
false
2026-05-01T20:36:16.594830Z
reviewer v9agx8j7
291
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_5ibt4lEYf0R9lITYGnJoYp7BejskUo.mp4
clips/bced823ce81c.mp4
true
true
59
When the finished fried eggs are moved onto the seasoned cabbage-rice mixture, why is the white spatula the right transfer tool at that point?
Because its broad flat surface can slide the finished eggs over as a topping with more support and less tearing than a narrower tool.
[ "Because the spatula is needed to scrape excess seasoning off the top of the rice before the eggs can be set down.", "Because the eggs are stuck to the pan only in tiny patches, so the main task is precise point-by-point lifting rather than broad support.", "Because the spatula acts as a barrier that keeps loos...
6
[]
8333f234b7be
8333f234b7be
drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json
drive-17-ohzoqccxan0bmmuq63s-0ad578e140
17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE
6
causal_why
After finishing one ingredient, why does the person bring both the knife and the cutting board to the sink before starting the next cutting step?
Because visible residue from the previous ingredient is still on the knife and board, so rinsing them clears the tools before the next ingredient is cut.
[ "Because the person needed to cool down the blade and board after they were heated by the previous hot ingredient.", "Because the previous ingredient left a strong smell, so the washing is mainly to prevent flavor transfer rather than to remove visible residue.", "Because the next ingredient needs a completely ...
4
clean
true
false
false
true
false
2026-05-01T08:37:50.102232Z
reviewer v9agx8j7
92
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE.mp4
clips/8333f234b7be.mp4
true
true
60
Why did the person wash both the knife and the cutting board before cutting the next ingredient?
Because residue from the previous ingredient was still on the tools, which could interfere with cutting the next ingredient.
[ "Because the person needed to cool down the blade and board after they were heated by the previous hot ingredient.", "Because the person wanted to remove the smell of the previous ingredient to prevent flavor transfer to the next food item.", "Because the next ingredient requires a clean and dry surface to avoi...
4
[]
a3da0d4ad235
a3da0d4ad235
drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json
drive-17-ohzoqccxan0bmmuq63s-0ad578e140
17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE
6
causal_why
During the prep sequence, why does the person briefly leave the cutting board to fill the pot with water before continuing the board work?
Because the person is preparing the water in advance so the next cooking step can begin soon after the board work is finished.
[ "Because the person is pausing the board work to begin the boiling step earlier than originally planned.", "Because the person plans to let the water sit in the pot so any impurities can settle before cooking starts.", "Because the person is checking the water level first to decide how much liquid the pot will ...
3
clean
true
false
false
true
false
2026-05-01T07:12:27.347681Z
reviewer v9agx8j7
75
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE.mp4
clips/a3da0d4ad235.mp4
true
true
61
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 preparing the water in advance allows the next cooking step to begin ...
3
[]
a9ae3bd81b2f
a9ae3bd81b2f
drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json
drive-17-ohzoqccxan0bmmuq63s-0ad578e140
17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE
6
causal_why
When preparing the garlic, why does the person make a small cut at the end of the clove before pulling the outer skin away?
Because the small cut breaks the peel at one edge, making the outer skin easier to pull off.
[ "Because the person is mainly trimming away a tough end before using the clove for cooking.", "Because the person is creating a flatter end so the clove will sit more steadily for later slicing.", "Because exposing the end will let the garlic absorb seasoning more quickly later.", "Because trimming the end ke...
6
clean
true
false
false
true
false
2026-05-01T07:38:06.386585Z
reviewer v9agx8j7
79
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE.mp4
clips/a9ae3bd81b2f.mp4
true
true
62
Why did the person cut off the end of the garlic clove with a knife before peeling it?
Because cutting the end loosens the peel, making it easier to remove the skin.
[ "Because the end of the garlic is not edible and is typically removed before cooking", "Because the person plans to slice the garlic next, and trimming the end stabilizes it", "Because removing the end allows the garlic to absorb seasoning better later", "Because cutting the end prevents small fragments from ...
6
[]
246783dfaf51
246783dfaf51
drive-17-ohzoqccxan0bmmuq63s-0ad578e140.json
drive-17-ohzoqccxan0bmmuq63s-0ad578e140
17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE
6
causal_why
During the pan step where the food is being turned or moved, why is a gripping tool more suitable than a flat utensil?
Because it can grip and control the food directly while it is being turned or moved.
[ "Because it keeps oil from splashing by covering more of the pan surface.", "Because it can scrape browned bits from the bottom while the food stays mostly in place.", "Because it lets the person lift the food farther away from the heat before setting it down again.", "Because it presses the food flatter whil...
6
clean
true
false
false
true
false
2026-05-01T18:01:05.745487Z
reviewer v9agx8j7
189
egotools_bench_v2_20260430
benchmark/benchmark_data/egotools_bench/egotools_bench_v2_20260430/manifest.jsonl
videos/17_oHZoQccXAN0BmMUQ63s--GdCWGHJxE.mp4
clips/246783dfaf51.mp4
true
true
63
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", ...
6
[]
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