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51 values
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int64
0
4
cypher_query
stringlengths
69
493
explanation
unknown
options
listlengths
5
5
qid
stringlengths
14
35
quest_type
stringclasses
17 values
question
stringclasses
31 values
step
dict
subset
stringclasses
1 value
task_id
int64
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179
task_label
stringclasses
180 values
video_id
stringlengths
11
11
GroundedTool
stringclasses
62 values
Action
stringclasses
17 values
null
1
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:GroundedTool)<-[:HAS_GROUNDED_TOOL]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='CutMango' and n.name = 'remove the core' and m.name = 'knife' and a.name = m.name and b.name <> t.name return b
[ "MakeLambKebab", "MakeCocktail", "CleanFish", "MakeYoutiao", "CarvePumpkin", "CleanShrimp", "CutGrapeFruit", "MakeFrenchFries", "RoastChestnut", "ChangeBikeChain", "MakeSandwich", "MakeSalad", "CutCantaloupe", "Graft", "MakeOrangeJuice", "SmashGarlic" ]
[ "Put On Hair Extensions", "Clean Shrimp", "Replace Sewing Machine Needle", "Make Homemade Ice Cream", "Remove Crayon From Walls" ]
qa18_TaskSameToolSamePurpose_12399
qa18_TaskSameToolSamePurpose
What is the other task that use the tool in this video for the same purpose?
{ "id": "341", "label": "remove the core", "segment": [ 27, 43 ] }
training
30
CutMango
0OsP1icacOY
knife
null
null
4
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)<-[a:HAS_NEXT_STEP]-(m:Step) WHERE c.name='MakePaperWindMill' and b.name = 'cut along the edges' return m
[ "fold the edges of the paper" ]
[ "switch off the power", "cut off and remove the old string", "thread and make knots", "pull out the screen connector and remove the screen", "fold the edges of the paper" ]
qa6_precedingStep_26896
qa6_precedingStep
What could potentially be the preceding step?
{ "id": "240", "label": "cut along the edges", "segment": [ 20, 22 ] }
training
109
MakePaperWindMill
Rqnt7wptU_Y
null
null
null
3
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='CleanWoodenFloor' and n.name = 'wash the floor' return g, m
[ "cleaning solution: 3", "broom: 8", "dustpan: 3", "bucket: 6" ]
[ "quilt", "pillow", "bowl", "broom", "alcohol wipe" ]
qa1_step2tool_4758
qa1_step2tool
What tool can be used in this step?
{ "id": "647", "label": "wash the floor", "segment": [ 70, 75 ] }
training
27
CleanWoodenFloor
bN8Y5wtgPf8
null
null
null
4
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='ReplaceMemoryChip' AND b.name = 'take out the shell' RETURN b, a,t ORDER BY a.freq DESC
[ "remove the old memory chip: 62", "install the new memory chip: 9" ]
[ "water and fertilize the seeds", "ink the marked area", "do the first two jumps", "install the new memory chip", "remove the old memory chip" ]
qa2_bestNextStep_20154
qa2_bestNextStep
What is the most probable next step?
{ "id": "369", "label": "take out the shell", "segment": [ 13, 54 ] }
training
146
ReplaceMemoryChip
EvV07kAttIc
null
null
wheel
0
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_OBJECT]->(m:Object)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='ChangeBikeTires' and n.name = 'unload the wheel' and m.name = 'wheel' return p
[ "holding tire", "rolling", "being on axle", "low resistance movement", "allowing vehicle to move" ]
[ "holding tire", "entertain dog", "fastening two objects together", "allowing vechicle to move", "melt" ]
qa14_objectPurpose_2464
qa14_objectPurpose
What is the purpose of the object in this step?
{ "id": "232", "label": "unload the wheel", "segment": [ 15, 19 ] }
training
16
ChangeBikeTires
VG-S-Vv3SpE
null
null
null
2
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(m:Step) WHERE c.name='PasteCarSticker' and b.name = 'press the sticker' return a, m
[ "clean the window surface", "put the sticker on the window", "tear off the other side of the sticker", "tear off the front of the sticker" ]
[ "prepare flower", "put the hamster into the hamster cage", "put the sticker on the window", "line up for admission", "combine meat and bread to make burger" ]
qa3_nextStep_20243
qa3_nextStep
What could potentially be the next step?
{ "id": "463", "label": "press the sticker", "segment": [ 63, 74 ] }
training
1
PasteCarSticker
1j5oDriIuIA
null
null
null
0
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='CookOmelet' AND b.name = 'pour the egg onto the plate' RETURN b, a,t ORDER BY a.freq DESC
[ "pour the egg into the pot: 1" ]
[ "pour the egg into the pot", "remove the peel", "wet and wash hands", "press the sticker", "show the vanished glass" ]
qa2_bestNextStep_4270
qa2_bestNextStep
What is the most probable next step?
{ "id": "21", "label": "pour the egg onto the plate", "segment": [ 74, 78 ] }
training
28
CookOmelet
wtKrVl1uJ48
null
null
null
3
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='ReplaceRearviewMirrorGlass' AND s.name = 'reinstall the rearview mirror' return a, b
{ "electrical tape": 5, "pliers": 3, "wire strippers": 1 }
[ "sticker", "knife", "spatula", "electrical tape", "sheet" ]
qa8_toolNextStep_1990
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "10", "label": "reinstall the rearview mirror", "segment": [ 153, 216 ] }
training
143
ReplaceRearviewMirrorGlass
b7KQUq87FkM
null
null
null
1
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(m:Step) WHERE c.name='UseEpinephrineAuto-injector' and b.name = 'plunge into thigh' return a, m
[ "unplug protection head", "pull out after a period of time" ]
[ "lighten the lighter to check", "unplug protection head", "pin the hair with some hairpins", "press the chest of the patient", "remove the old hard disk" ]
qa3_nextStep_5040
qa3_nextStep
What could potentially be the next step?
{ "id": "674", "label": "plunge into thigh", "segment": [ 79, 86 ] }
training
61
UseEpinephrineAuto-injector
CiCvIXBhros
null
null
null
1
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='PractiseWeightLift' and n.name = 'pull the barbell to the chin' return g, m
[ "weights: 2", "barbell: 20" ]
[ "cloth", "barbell", "pry tool", "spoon", "wrench" ]
qa1_step2tool_5655
qa1_step2tool
What tool can be used in this step?
{ "id": "455", "label": "pull the barbell to the chin", "segment": [ 76, 78 ] }
training
178
PractiseWeightLift
eV1BiAyANHk
null
null
null
1
MATCH (a:GroundedTool {name: 'glue'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'InstallWoodFlooring'})-[:HAS_STEP]->(:Step {name: 'apply some glue on the borads'})-[:HAS_GROUNDED_TOOL]->(:GroundedTool {name: 'glue'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "fix broken things", "fasten two objects together", "attaching two objects to one another", "stick things together", "stick paper", "attaching paper to paper", "attaching paper to paper", "stick things together", "attach papers", "fixing items", "binding things together", "attaching two object...
[ "mix ingredients", "stick things together", "ripping", "join wood together", "writing" ]
qa15_ToolOtherPurpose_11342
qa15_ToolOtherPurpose
What are the additional purposes for which the tool shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "100", "label": "apply some glue on the borads", "segment": [ 72, 83 ] }
training
73
InstallWoodFlooring
OpAddXcJ-ug
glue
null
null
2
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)-[r:HAS_NEXT_STEP]->(s:END) WHERE b.name='CleanRustyPot' RETURN r, t ORDER BY r.freq DESC
[ "rub back and forth with potatoes or rust remover: 43", "rinse the pot: 16", "heat the pot: 14", "pour salt and rust removal liquid: 2", "add some oil to the pot: 1" ]
[ "assemble the cushion and the backrest", "rinse the pot", "rub back and forth with potatoes or rust remover", "install the new shower head", "spray towards the fire" ]
qa10_bestFinal_2917
qa10_bestFinal
What is the most probable final step of this task?
{ "id": "208", "label": "rub back and forth with potatoes or rust remover", "segment": [ 114, 119 ] }
training
20
CleanRustyPot
46nRKacPWPs
null
null
null
3
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)-[r:HAS_NEXT_STEP]->(s:END) WHERE b.name='MakePizza' RETURN r, t ORDER BY r.freq DESC
[ "bake pizza: 37", "add seasoning: 27", "knead the dough: 2" ]
[ "add some cleaner to clean and wet the lenses and take out the lenses", "take out dry flowers", "install the new air nozzle", "bake pizza", "add seasoning" ]
qa10_bestFinal_4726
qa10_bestFinal
What is the most probable final step of this task?
{ "id": "38", "label": "unroll the dough", "segment": [ 41, 44 ] }
training
89
MakePizza
PVQHQMwSJ_E
null
null
null
4
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='PrepareStandardSolution' AND t.name = 'transfer and dissolve the solute' RETURN b, a, t ORDER BY a.freq DESC
[ "weigh up the solute: 31", "add water into the volumetric flask to the tick line: 5" ]
[ "line up the protector and the cellphone", "take out the old filter", "soak them in water", "add water into the volumetric flask to the tick line", "weigh up the solute" ]
qa7_bestPrecedingStep_24442
qa7_bestPrecedingStep
What is the most probable preceding step?
{ "id": "290", "label": "transfer and dissolve the solute", "segment": [ 28, 105.5 ] }
training
118
PrepareStandardSolution
hEAMfkr6RAc
null
null
null
4
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='ReplaceMobileScreenProtector' and n.name = 'line up the protector and the cellphone' return g, m
[ "screen protector: 72" ]
[ "water", "drill", "tea leaves", "cup", "screen protector" ]
qa1_step2tool_26451
qa1_step2tool
What tool can be used in this step?
{ "id": "758", "label": "line up the protector and the cellphone", "segment": [ 31, 34 ] }
training
102
ReplaceMobileScreenProtector
2mSzq-jlwu0
null
null
null
0
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)<-[r:HAS_NEXT_STEP]-(s:START) WHERE b.name='ReplaceElectricalOutlet' RETURN r, t ORDER BY r.freq DESC
[ "screw off the screws used to fix the switch: 23", "switch off the power: 8", "use screwdriver or electirc screwdriver to screw the wire in the wall into the screw of the new switch: 3", "use electricity meter to check the power supply: 2" ]
[ "screw off the screws used to fix the switch", "chase for the frisbee", "install the new faucet", "rise to the sky", "switch off the power" ]
qa9_bestInitial_3743
qa9_bestInitial
What is the most probable initial step of this task?
{ "id": "774", "label": "use screwdriver or electirc screwdriver to screw the wire in the wall into the screw of the new switch", "segment": [ 201, 203 ] }
training
135
ReplaceElectricalOutlet
R-ZfUt9QtrM
null
null
needle
0
MATCH (a:Object {name: 'needle'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'DrawBlood'})-[:HAS_STEP]->(:Step {name: 'pull out the needle and press with cotton'})-[:HAS_OBJECT]->(:Object {name: 'needle'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "deliver drug", "injections", "injecting into bloodstream", "piercing body parts", "make hole in material" ]
[ "deliver drug", "protecting things", "buy items", "draw blood", "catching" ]
qa16_ObjectOtherPurpose_2313
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "679", "label": "pull out the needle and press with cotton", "segment": [ 75, 83 ] }
training
8
DrawBlood
4GWNndt0enE
null
null
null
3
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='ReplaceSewingMachineNeedle' and n.name = 'screw on the screw' and m.name = 'screwdriver' return p
[ "turn screw", "installing or removing screws", "tighten screw", "tighten loose screws", "screwing screws" ]
[ "seeing in dark", "inserting screws", "mix ingredients", "tighten loose screws", "securing things to large objects" ]
qa12_toolPurpose_12195
qa12_toolPurpose
What is the purpose of the tool used in this step?
{ "id": "544", "label": "screw on the screw", "segment": [ 60, 78 ] }
training
142
ReplaceSewingMachineNeedle
V3mtrsQHh40
screwdriver
null
hair
1
MATCH (a:Object {name: 'hair'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'WashHair'})-[:HAS_STEP]->(:Step {name: 'scratch the hair carefully'})-[:HAS_OBJECT]->(:Object {name: 'hair'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "combing" ]
[ "hold two things together", "combing", "set off", "play catch", "protecting things" ]
qa16_ObjectOtherPurpose_35
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "511", "label": "scratch the hair carefully", "segment": [ 88, 98 ] }
training
175
WashHair
lQnUlFm56Ao
null
null
null
1
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_ACTION]->(m:Action)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='InstallCeramicTile' and n.name = 'tile the wall' and m.name = 'tile' return p
[ "ornamenting wall", "covering wall", "covering walls", "cover floor or wall", "cover wall ceiling or floor", "wall covering" ]
[ "entertainment", "covering walls", "hold two things together", "use oven to cook", "entertain parents" ]
qa13_actionPurpose_546
qa13_actionPurpose
What is the purpose of the action in this step?
{ "id": "165", "label": "tile the wall", "segment": [ 73, 82 ] }
training
68
InstallCeramicTile
MLgjdf7t91c
null
tile
null
3
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)<-[r:HAS_NEXT_STEP]-(s:START) WHERE b.name='PutOnQuiltCover' RETURN r, t ORDER BY r.freq DESC
[ "put nicely and align the quilt and the cover: 26", "roll the quilt cover and the quilt together: 2", "turn over the quilt cover: 1" ]
[ "lay the cushion evenly", "install two shelves", "wipe the screen", "put nicely and align the quilt and the cover", "fit on the boards" ]
qa9_bestInitial_338
qa9_bestInitial
What is the most probable initial step of this task?
{ "id": "139", "label": "roll the quilt cover and the quilt together", "segment": [ 24, 33 ] }
training
121
PutOnQuiltCover
mX8e0cUBpaI
null
null
null
4
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)<-[a:HAS_NEXT_STEP]-(m:Step) WHERE c.name='MakeMatchaTea' and b.name = 'brew tea and stir' return m
[ "add milk", "add tea powder" ]
[ "pour the orange juice into the cup", "install the fan", "knot the rope", "cut ingredients", "add tea powder" ]
qa6_precedingStep_3189
qa6_precedingStep
What could potentially be the preceding step?
{ "id": "63", "label": "brew tea and stir", "segment": [ 126, 147 ] }
training
86
MakeMatchaTea
KIhaY-kpRZc
null
null
null
4
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[:HAS_PURPOSE]->(p:Purpose) WHERE t.name='CleanRustyPot' and n.name = 'rub back and forth with potatoes or rust remover' and m.name = 'sponge' OPTIONAL MATCH (p)-[:HAS_SIMILAR_PURPOSE]->(sp:Purpose) // Match similar purposes WITH ...
[ "cloth" ]
[ "pot", "vessel", "ink", "drill", "cloth" ]
qa17_AlternativeTool_5824
qa17_AlternativeTool
Which tool can be used in place of the current one for this step?
{ "id": "208", "label": "rub back and forth with potatoes or rust remover", "segment": [ 25, 31 ] }
training
20
CleanRustyPot
CH_s18ICLsw
sponge
null
detergent
3
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_OBJECT]->(m:Object)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:Object)<-[:HAS_OBJECT]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='CleanLeatherSeat' and n.name = 'apply detergent to leather' and m.name = 'detergent' and a.name = m.name and b.name <> t.name return b
[ "CleanToilet", "CleanBathtub", "CleanCementFloor", "CleanWoodenFloor" ]
[ "Change Car Tire", "Make Chinese Lantern", "Cut And Restore Rope Trick", "Clean Bathtub", "Tie Boat To Dock" ]
qa19_TaskSameObjectSamePurpose_807
qa19_TaskSameObjectSamePurpose
What is the other task that use the object in this video for the same purpose?
{ "id": "516", "label": "apply detergent to leather", "segment": [ 56, 59 ] }
training
42
CleanLeatherSeat
lNHvsKCqd88
null
null
water
2
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_OBJECT]->(m:Object)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:Object)<-[:HAS_OBJECT]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='MakeTea' and n.name = 'prepare and boil water' and m.name = 'water' and a.name = m.name and b.name <> t.name return b
[ "PlantTree" ]
[ "Replace Battery On TV Control", "Make Paper Dice", "Plant Tree", "Replace Laptop Screen", "Clean Toilet" ]
qa19_TaskSameObjectSamePurpose_403
qa19_TaskSameObjectSamePurpose
What is the other task that use the object in this video for the same purpose?
{ "id": "308", "label": "prepare and boil water", "segment": [ 69, 70 ] }
training
100
MakeTea
gZhyJK_d024
null
null
plant
3
MATCH (a:Object {name: 'plant'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'Transplant'})-[:HAS_STEP]->(:Step {name: 'take out the plant'})-[:HAS_OBJECT]->(:Object {name: 'plant'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "grow in garden" ]
[ "holding up roof", "quench thirst", "meals", "grow in garden", "combing" ]
qa16_ObjectOtherPurpose_2931
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "389", "label": "take out the plant", "segment": [ 132, 133.5 ] }
training
159
Transplant
nnKLY05wBDA
null
null
car
3
MATCH (a:Object {name: 'car'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'ParkParallel'})-[:HAS_STEP]->(:Step {name: 'drive the car backward'})-[:HAS_OBJECT]->(:Object {name: 'car'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "move on road", "set off", "start running" ]
[ "hide things", "flow", "drive", "move on road", "cleaning" ]
qa16_ObjectOtherPurpose_1955
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "690", "label": "drive the car backward", "segment": [ 33, 146 ] }
training
110
ParkParallel
hzvidVnFf7I
null
null
meat
0
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_OBJECT]->(m:Object)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:Object)<-[:HAS_OBJECT]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='MakeLambKebab' and n.name = 'prepare meat' and m.name = 'meat' and a.name = m.name and b.name <> t.name return b
[ "MakeBurger" ]
[ "Make Burger", "Plant Tree", "Make Paper Dice", "Replace Laptop Screen", "Clean Wooden Floor" ]
qa19_TaskSameObjectSamePurpose_1179
qa19_TaskSameObjectSamePurpose
What is the other task that use the object in this video for the same purpose?
{ "id": "2", "label": "prepare meat", "segment": [ 9, 13 ] }
training
85
MakeLambKebab
N3c4LSn7A2Q
null
null
null
0
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[:HAS_PURPOSE]->(p:Purpose) WHERE t.name='MakeSalmon' and n.name = 'fry salmon' and m.name = 'stove' OPTIONAL MATCH (p)-[:HAS_SIMILAR_PURPOSE]->(sp:Purpose) // Match similar purposes WITH p, sp, m MATCH (a:GroundedTool)-[:HAS_...
[ "grill", "oven" ]
[ "grill", "cup", "sponge", "screwdriver", "spoon" ]
qa17_AlternativeTool_9567
qa17_AlternativeTool
What tool can be considered for this step instead?
{ "id": "26", "label": "fry salmon", "segment": [ 135, 159 ] }
training
92
MakeSalmon
0rKV5Ip5nHs
stove
null
null
0
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:GroundedTool)<-[:HAS_GROUNDED_TOOL]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='RemoveBlackheadsWithGlue' and n.name = 'reveal the glue from the face' and m.name = 'mirror' and a.name = m.name and b...
[ "PutOnHairExtensions", "ShaveBeard", "WearContactLenses" ]
[ "Shave Beard", "Use Rice Cooker To Cook Rice", "Give An Intramuscular Injection", "Install Closestool", "Remove Crayon From Walls" ]
qa18_TaskSameToolSamePurpose_7410
qa18_TaskSameToolSamePurpose
What is the other task that use the tool in this video for the same purpose?
{ "id": "231", "label": "reveal the glue from the face", "segment": [ 114.5, 166.5 ] }
training
166
RemoveBlackheadsWithGlue
qinnC9Ix5cI
mirror
null
null
0
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(m:Step) WHERE c.name='MakeSalad' and b.name = 'stir the ingredients' return a, m
[ "cut ingredients", "put the ingredients into the bowl" ]
[ "put the ingredients into the bowl", "clean up the interior of thepumpkin", "juice the oranges", "put the candle wick into a vessel", "bake cookies" ]
qa3_nextStep_22657
qa3_nextStep
What could potentially be the next step?
{ "id": "266", "label": "stir the ingredients", "segment": [ 149, 163 ] }
training
91
MakeSalad
RmrDYw8JBr0
null
null
null
4
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='PractiseWeightLift' AND t.name = 'pull the barbell to the chin' RETURN b, a, t ORDER BY a.freq DESC
[ "squat and hold the barbell: 12", "put down the barbell: 9", "stand up with straight legs: 6", "lift the barbell directly over the head: 4", "lift the barbell from the chin over the head: 3" ]
[ "tear off the front of the sticker", "lift the barbell from the chin over the head", "remove the old toilet seat", "install the new air nozzle", "lift the barbell directly over the head" ]
qa7_bestPrecedingStep_16384
qa7_bestPrecedingStep
What is the most probable preceding step?
{ "id": "455", "label": "pull the barbell to the chin", "segment": [ 109, 113 ] }
training
178
PractiseWeightLift
9vtB5AeJhr4
null
null
null
0
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='ChangeMobilePhoneBattery' and n.name = 'load a new battery' return g, m
[ "tweezers: 3", "new battery: 21", "pry tool: 21" ]
[ "new battery", "container", "angle grinder", "sponge", "ruler" ]
qa1_step2tool_15608
qa1_step2tool
What tool can be used in this step?
{ "id": "749", "label": "load a new battery", "segment": [ 44, 48 ] }
training
101
ChangeMobilePhoneBattery
NODzdqEg3VQ
null
null
filter
0
MATCH (a:Object {name: 'filter'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'ReplaceFilterForAirPurifier'})-[:HAS_STEP]->(:Step {name: 'clean up the filter'})-[:HAS_OBJECT]->(:Object {name: 'filter'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "purify", "filtrate" ]
[ "purify", "clean dust out of air", "flow", "power remote control", "meals" ]
qa16_ObjectOtherPurpose_1799
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "394", "label": "clean up the filter", "segment": [ 74, 86 ] }
training
137
ReplaceFilterForAirPurifier
zWsDvnAs6-g
null
null
null
2
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='MakeStrawberrySmoothie' AND s.name = 'shake and juice' return a, b
{ "bowl": 43, "fruit": 45, "ice scoop": 3, "ice tray": 15, "juicer": 36, "spoon": 16, "yogurt": 39 }
[ "shin guard sleeves", "body wash", "bowl", "paper", "wire cutters" ]
qa8_toolNextStep_25143
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "104", "label": "shake and juice", "segment": [ 81, 117 ] }
training
95
MakeStrawberrySmoothie
dSK3h8OlFzs
null
null
null
2
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_ACTION]->(m:Action)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='PerformPaperToMoneyTrick' and n.name = 'show the money to the audience' and m.name = 'show' return p
[ "entertain", "illustrate point", "entertainment" ]
[ "stick things together", "coat surfaces", "entertainment", "contact", "brighten spirits" ]
qa13_actionPurpose_460
qa13_actionPurpose
What is the purpose of the action in this step?
{ "id": "537", "label": "show the money to the audience", "segment": [ 32, 55 ] }
training
108
PerformPaperToMoneyTrick
Ntk3K84wDDY
null
show
null
1
MATCH (n:Domain)-[r:HAS_TASK]->(t:Task) WHERE t.name='CookOmelet' return n
[ "Dish" ]
[ "Vehicle", "Dish", "Electrical Appliance", "Science and Craft", "Housework" ]
qa11_domain_7377
qa11_domain
Which domain does this task belong to?
{ "id": "19", "label": "fry eggs", "segment": [ 37, 85 ] }
training
28
CookOmelet
jQD6S6v4TyU
null
null
null
0
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:GroundedTool)<-[:HAS_GROUNDED_TOOL]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='ReplaceToiletSeat' and n.name = 'screw on the screws' and m.name = 'screwdriver' and a.name = m.name and b.name <> t.n...
[ "InstallClosestool", "ReplaceMemoryChip", "ReplaceSewingMachineNeedle", "ReplaceBatteryOnKeyToCar", "ReplaceDoorKnob", "ReplaceAWiperHead", "ChangeBatteryOfWatch", "ReplaceHardDisk", "ReplaceDrumhead", "ReplaceRearviewMirrorGlass", "ReplaceCDDriveWithSSD", "ResizeWatchBand", "AssembleCabinet...
[ "Replace Faucet", "Make Hummus", "Clean Laptop Keyboard", "Drill Hole", "Make Pickles" ]
qa18_TaskSameToolSamePurpose_11404
qa18_TaskSameToolSamePurpose
What is the other task that use the tool in this video for the same purpose?
{ "id": "132", "label": "screw on the screws", "segment": [ 93, 99 ] }
training
147
ReplaceToiletSeat
Wd341j-RofA
screwdriver
null
basketball
0
MATCH (a:Object {name: 'basketball'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'AttendNBASkillsChallenge'})-[:HAS_STEP]->(:Step {name: 'pass the basketball into the hole at the first time'})-[:HAS_OBJECT]->(:Object {name: 'basketball'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "passing", "throwing" ]
[ "passing", "stick paper", "grow in garden", "meals", "throwing through hoop or basket" ]
qa16_ObjectOtherPurpose_1860
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "150", "label": "pass the basketball into the hole at the first time", "segment": [ 5, 10 ] }
training
103
AttendNBASkillsChallenge
Vdl4DEImIMw
null
null
null
1
MATCH (a:GroundedTool {name: 'bowl'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'RoastChestnut'})-[:HAS_STEP]->(:Step {name: 'clean up and soak'})-[:HAS_GROUNDED_TOOL]->(:GroundedTool {name: 'bowl'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "mix ingredients", "presentation of food", "serve", "hold salad", "hold salad", "mix ingredients", "mix ingredients", "serve", "eating from", "hold soup", "presentation of food", "mix ingredients", "mix ingredients", "hold dry ingredients for baking", "mix ingredients", "hold rice", ...
[ "hold wet foods", "mix ingredients", "fit hand", "wiping up dust", "tighten loose screws" ]
qa15_ToolOtherPurpose_13662
qa15_ToolOtherPurpose
What are the additional purposes for which the tool shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "12", "label": "clean up and soak", "segment": [ 7, 11 ] }
training
150
RoastChestnut
GhdU04ZLkHA
bowl
null
null
1
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(m:Step) WHERE c.name='DrawBlood' and b.name = 'collect blood' return a, m
[ "pull out the needle and press with cotton", "disinfect" ]
[ "install the screws and sheetmetals and baffles onto the hard disk tray", "pull out the needle and press with cotton", "wrap the hair by hands", "install legs on the bed", "call emergency number" ]
qa3_nextStep_22008
qa3_nextStep
What could potentially be the next step?
{ "id": "678", "label": "collect blood", "segment": [ 28, 53 ] }
training
8
DrawBlood
L3VKY-ldV2g
null
null
glue
1
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_OBJECT]->(m:Object)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:Object)<-[:HAS_OBJECT]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='HangWallpaper' and n.name = 'apply glue to the wall and wallpaper' and m.name = 'glue' and a.name = m.name and b.name <> t.name return b
[ "PatchBikeInnerTube", "InstallWoodFlooring" ]
[ "Make Paper Dice", "Patch Bike Inner Tube", "Wrap Gift Box", "Wear Shin Guards", "Make Burger" ]
qa19_TaskSameObjectSamePurpose_628
qa19_TaskSameObjectSamePurpose
What is the other task that use the object in this video for the same purpose?
{ "id": "471", "label": "apply glue to the wall and wallpaper", "segment": [ 97, 102 ] }
training
39
HangWallpaper
9b7YQGp8a0k
null
null
null
4
MATCH (a:GroundedTool {name: 'cloth'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'ReplaceFilterForAirPurifier'})-[:HAS_STEP]->(:Step {name: 'clean up the filter'})-[:HAS_GROUNDED_TOOL]->(:GroundedTool {name: 'cloth'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "wipe up spillages", "protect surface", "dust", "protect from scratches", "protect surface", "washing", "absorb water", "covering", "shielding from view", "protect surface", "wiping up spill", "dust furniture", "wiping up wet spill", "washing", "protect from scratches", "wiping up wet ...
[ "hold dry ingredients for baking", "attach papers", "wiping", "measuring ingredients", "dry dishes" ]
qa15_ToolOtherPurpose_14657
qa15_ToolOtherPurpose
What are the additional purposes for which the tool shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "394", "label": "clean up the filter", "segment": [ 30, 58 ] }
training
137
ReplaceFilterForAirPurifier
KdhTXtuYAJY
cloth
null
null
0
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='MakeFrenchFries' AND s.name = 'cut potato into strips' return a, b
{ "bowl": 47, "oil": 29, "pan": 48, "paper towel": 34, "spatula": 23, "stove": 5, "tongs": 27, "tray": 24, "water": 11 }
[ "pan", "flashlight", "screwdriver", "cloth", "thread" ]
qa8_toolNextStep_27618
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "203", "label": "cut potato into strips", "segment": [ 27, 43 ] }
training
83
MakeFrenchFries
WnynNjBlUk4
null
null
null
2
MATCH (n:Domain)-[r:HAS_TASK]->(t:Task) WHERE t.name='MakePizza' return n
[ "Dish" ]
[ "Gadgets", "Nursing and Care", "Dish", "Housework", "Pets and Fruit" ]
qa11_domain_2504
qa11_domain
Which domain does this task belong to?
{ "id": "40", "label": "bake pizza", "segment": [ 103, 111 ] }
training
89
MakePizza
MA1I5oaWTFA
null
null
hair
1
MATCH (a:Object {name: 'hair'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'PutOnHairExtensions'})-[:HAS_STEP]->(:Step {name: 'pull up the hair to reserve place for the hair extensions'})-[:HAS_OBJECT]->(:Object {name: 'hair'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "combing" ]
[ "cleaning", "combing", "play catch", "holding things together", "being on axle" ]
qa16_ObjectOtherPurpose_199
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "325", "label": "pull up the hair to reserve place for the hair extensions", "segment": [ 14, 26 ] }
training
122
PutOnHairExtensions
shVfE3sk9Sk
null
null
null
4
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_ACTION]->(m:Action)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='ReplaceCarWindow' and n.name = 'glue on window frame' and m.name = 'glue' return p
[ "attaching two objects to one another", "hold things together", "bond items together", "make objects stick together", "attaching things together" ]
[ "cleaning", "fastening two objects together", "entertain", "kill bacteria", "bond items together" ]
qa13_actionPurpose_687
qa13_actionPurpose
What is the purpose of the action in this step?
{ "id": "43", "label": "glue on window frame", "segment": [ 70, 78 ] }
training
57
ReplaceCarWindow
U2v-f_mxFbE
null
glue
null
2
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)<-[a:HAS_NEXT_STEP]-(m:Step) WHERE c.name='BoilNoodles' and b.name = 'pour the noodles into the water and stir' return m
[ "add seasoning to the boiling water" ]
[ "install the light shell/housing/support", "use sandpaper/metal to polish rubber near leak", "add seasoning to the boiling water", "scratch scales", "dry strips" ]
qa6_precedingStep_26347
qa6_precedingStep
What could potentially be the preceding step?
{ "id": "549", "label": "pour the noodles into the water and stir", "segment": [ 131, 147.5 ] }
training
10
BoilNoodles
WFZhOz8gQbA
null
null
null
2
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)<-[a:HAS_NEXT_STEP]-(m:Step) WHERE c.name='ReplaceTyreValveStem' and b.name = 'install the new air nozzle' return m
[ "inflate the tyre after replacement", "remove the air nozzle" ]
[ "remove the drumhead", "press the sticker", "inflate the tyre after replacement", "glue on window frame", "take out the fuse" ]
qa6_precedingStep_18774
qa6_precedingStep
What could potentially be the preceding step?
{ "id": "568", "label": "install the new air nozzle", "segment": [ 18, 47 ] }
training
161
ReplaceTyreValveStem
QDkQWocz8pY
null
null
null
2
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='MakeLambKebab' AND b.name = 'prepare seasonings and side dishes' RETURN b, a,t ORDER BY a.freq DESC
[ "mix and pickle: 23", "prepare meat: 7", "roast ingredients: 2", "string together: 2", "brush sauce or sprinkle seasoning: 1" ]
[ "clean the window surface", "pour the wax into the vessel", "mix and pickle", "put the melted soap block into the vessel", "string together" ]
qa2_bestNextStep_19512
qa2_bestNextStep
What is the most probable next step?
{ "id": "1", "label": "prepare seasonings and side dishes", "segment": [ 48, 54 ] }
training
85
MakeLambKebab
OG6sq-qz9TM
null
null
detergent
4
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_OBJECT]->(m:Object)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:Object)<-[:HAS_OBJECT]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='CleanBathtub' and n.name = 'apply detergent to bathtub' and m.name = 'detergent' and a.name = m.name and b.name <> t.name return b
[ "CleanToilet", "CleanWoodenFloor", "CleanCementFloor", "CleanLeatherSeat" ]
[ "Change Car Tire", "Cut And Restore Rope Trick", "Make Lamb Kebab", "Install Wood Flooring", "Clean Cement Floor" ]
qa19_TaskSameObjectSamePurpose_665
qa19_TaskSameObjectSamePurpose
What is the other task that use the object in this video for the same purpose?
{ "id": "47", "label": "apply detergent to bathtub", "segment": [ 33, 37 ] }
training
25
CleanBathtub
i2V5gDbIhGs
null
null
battery
2
MATCH (a:Object {name: 'battery'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'ReplaceBatteryOnKeyToCar'})-[:HAS_STEP]->(:Step {name: 'put in the battery'})-[:HAS_OBJECT]->(:Object {name: 'battery'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "power portable computer" ]
[ "build", "blossom", "power portable computer", "power remote control", "attaching things together" ]
qa16_ObjectOtherPurpose_1865
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "122", "label": "put in the battery", "segment": [ 74, 77.5 ] }
training
58
ReplaceBatteryOnKeyToCar
0EfvmGJASrY
null
null
null
2
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:GroundedTool)<-[:HAS_GROUNDED_TOOL]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='MakeBurger' and n.name = 'fry meat' and m.name = 'pan' and a.name = m.name and b.name <> t.name return b
[ "CookOmelet", "MakeYoutiao", "MakeSalmon", "MakeFrenchFries", "MakeSandwich" ]
[ "Remove Crayon From Walls", "Make Salad", "Make Salmon", "Clean Hamster Cage", "Clean Wooden Floor" ]
qa18_TaskSameToolSamePurpose_11981
qa18_TaskSameToolSamePurpose
What is the other task that use the tool in this video for the same purpose?
{ "id": "23", "label": "fry meat", "segment": [ 33, 49 ] }
training
79
MakeBurger
MZEyI9xOpg8
pan
null
wallpaper
0
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_OBJECT]->(m:Object)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='HangWallpaper' and n.name = 'paste and level the wallpaper' and m.name = 'wallpaper' return p
[ "cover wall", "decorate walls" ]
[ "decorate walls", "fix leak", "fixing items", "making paper airplanes", "low resistance movement" ]
qa14_objectPurpose_3422
qa14_objectPurpose
What is the purpose of the object in this step?
{ "id": "472", "label": "paste and level the wallpaper", "segment": [ 133, 141 ] }
training
39
HangWallpaper
WAm4oWlM6to
null
null
rope
3
MATCH (a:Object {name: 'rope'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'CutAndRestoreRopeTrick'})-[:HAS_STEP]->(:Step {name: 'cut the rope'})-[:HAS_OBJECT]->(:Object {name: 'rope'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "tying things", "tie", "tying up", "tie boat to dock", "tying up", "tying things", "tie", "tie boat to dock", "tying up", "tying things", "tie boat to dock", "tying things", "tying up" ]
[ "food", "hold", "divide open space into smaller areas", "tie boat to dock", "protecting things" ]
qa16_ObjectOtherPurpose_3402
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "227", "label": "cut the rope", "segment": [ 40, 47 ] }
training
31
CutAndRestoreRopeTrick
HdXMpSduf7s
null
null
null
3
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='ReplaceLightSocket' AND b.name = 'install the light socket' RETURN b, a,t ORDER BY a.freq DESC
[ "install the bulb and light housing or shell: 27", "connect the wire again: 5", "remove the light socket and disconnect the wire: 1" ]
[ "knead together", "dribble and lay up", "place weighing sample on weighing pan and read", "install the bulb and light housing or shell", "connect the wire again" ]
qa2_bestNextStep_5331
qa2_bestNextStep
What is the most probable next step?
{ "id": "379", "label": "install the light socket", "segment": [ 35, 38 ] }
training
139
ReplaceLightSocket
dKP5FzYN2Js
null
null
null
3
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_ACTION]->(m:Action)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='WashHair' and n.name = 'comb the hair with a comb' and m.name = 'comb' return p
[ "arrange hair", "combing hair", "remove tangles from hair", "neat hair", "grooming" ]
[ "brighten spirits", "coat surface", "fasten things", "arrange hair", "hold things together" ]
qa13_actionPurpose_528
qa13_actionPurpose
What is the purpose of the action in this step?
{ "id": "513", "label": "comb the hair with a comb", "segment": [ 30, 81 ] }
training
175
WashHair
UI2VCuWugxE
null
comb
null
4
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)<-[a:HAS_NEXT_STEP]-(m:Step) WHERE c.name='ChangeBikeTires' and b.name = 'remove the tire' return m
[ "remove the inner tube", "unload the wheel", "load the tire" ]
[ "fill the injection head", "remove the underprop", "place license plate", "take out the shell", "load the tire" ]
qa6_precedingStep_2908
qa6_precedingStep
What could potentially be the preceding step?
{ "id": "234", "label": "remove the tire", "segment": [ 0, 4 ] }
training
16
ChangeBikeTires
zJnrRV00IEk
null
null
null
2
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)<-[r:HAS_NEXT_STEP]-(s:START) WHERE b.name='ReplaceSIMCard' RETURN r, t ORDER BY r.freq DESC
[ "use the needle to open the SIM card slot: 62", "put the SIM card into the SIM card slot: 3" ]
[ "put the SIM card into the SIM card slot", "cut oranges", "use the needle to open the SIM card slot", "show the whole rope again", "cut potato into strips" ]
qa9_bestInitial_1733
qa9_bestInitial
What is the most probable initial step of this task?
{ "id": "534", "label": "press the SIM card slot back", "segment": [ 24, 27 ] }
training
141
ReplaceSIMCard
jaTb_TJTiAM
null
null
null
2
MATCH (n:Domain)-[r:HAS_TASK]->(t:Task) WHERE t.name='UseVendingMachine' return n
[ "Electrical Appliance" ]
[ "Housework", "Dish", "Electrical Appliance", "Furniture and Decoration", "Science and Craft" ]
qa11_domain_2939
qa11_domain
Which domain does this task belong to?
{ "id": "520", "label": "press the corresponding button", "segment": [ 89, 93.5 ] }
training
163
UseVendingMachine
cYmSPQxj6sI
null
null
null
0
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='PasteScreenProtectorOnPad' AND t.name = 'remove the label' RETURN b, a, t ORDER BY a.freq DESC
[ "paste protector on the screen: 19", "wipe screen: 4", "wipe screen again: 4", "place label: 3" ]
[ "paste protector on the screen", "disinfect the injecting place", "apply the cleaning agent with towel evenly", "place label", "bring the frisbee back" ]
qa7_bestPrecedingStep_3843
qa7_bestPrecedingStep
What is the most probable preceding step?
{ "id": "335", "label": "remove the label", "segment": [ 116, 123 ] }
training
69
PasteScreenProtectorOnPad
ifjH1v6kI8I
null
null
null
3
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)<-[r:HAS_NEXT_STEP]-(s:START) WHERE b.name='CutCantaloupe' RETURN r, t ORDER BY r.freq DESC
[ "cut in half: 22", "cut off the edge: 10", "peel: 5", "slice the pulp: 1", "dig out the seeds with spoon: 1" ]
[ "set the underprop", "peel", "pull up the hair to reserve place for the hair extensions", "cut off the edge", "put the filler on the bread slice" ]
qa9_bestInitial_7145
qa9_bestInitial
What is the most probable initial step of this task?
{ "id": "606", "label": "dig out the seeds with spoon", "segment": [ 107, 133 ] }
training
32
CutCantaloupe
-0X2mXPy3Mc
null
null
null
3
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='PatchBikeInnerTube' and n.name = 'use sandpaper/metal to polish rubber near leak' and m.name = 'cloth' return p
[ "wiping", "dusting", "wipe clean", "clean" ]
[ "eat chinese food with", "strike nail", "hold wet foods", "wiping", "cleaning" ]
qa12_toolPurpose_4374
qa12_toolPurpose
What is the purpose of the tool used in this step?
{ "id": "403", "label": "use sandpaper/metal to polish rubber near leak", "segment": [ 8, 20 ] }
training
54
PatchBikeInnerTube
cDPauuWBdds
cloth
null
null
2
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)<-[r:HAS_NEXT_STEP]-(s:START) WHERE b.name='UseTripleBeamBalance' RETURN r, t ORDER BY r.freq DESC
[ "put the sample to be measured on the balance: 17", "correct the balance zero: 10", "put the weight until the balance is balanced: 3", "adjust the balance to the horizontal position: 1" ]
[ "take out the laptop CD drive", "add seasoning", "correct the balance zero", "insert the paperclips into the lock hole", "put the weight until the balance is balanced" ]
qa9_bestInitial_5217
qa9_bestInitial
What is the most probable initial step of this task?
{ "id": "427", "label": "put the sample to be measured on the balance", "segment": [ 36, 38 ] }
training
62
UseTripleBeamBalance
m1nVdzEN1gE
null
null
null
0
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)<-[r:HAS_NEXT_STEP]-(s:START) WHERE b.name='BandageHead' RETURN r, t ORDER BY r.freq DESC
[ "wind bandage around head: 21", "place gasket at injury: 15" ]
[ "wind bandage around head", "take out the wiper", "unload the wheel", "strip the insulation", "place gasket at injury" ]
qa9_bestInitial_981
qa9_bestInitial
What is the most probable initial step of this task?
{ "id": "717", "label": "place gasket at injury", "segment": [ 0, 8 ] }
training
40
BandageHead
mRT0Va0BQH8
null
null
null
4
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='MakeChineseLantern' AND s.name = 'fold or bent the paper' return a, b
{ "brush": 1, "eraser": 2, "glue": 34, "marker pen": 4, "mat": 28, "pencil": 13, "ruler": 20, "scissors": 28, "stencil": 2 }
[ "glove", "spool", "fire extinguisher", "mug", "glue" ]
qa8_toolNextStep_17245
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "51", "label": "fold or bent the paper", "segment": [ 113, 133 ] }
training
81
MakeChineseLantern
wzTMg1KT1Tw
null
null
null
2
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(m:Step) WHERE c.name='MakeStrawberrySmoothie' and b.name = 'put strawberries and other fruits into the juicer' return a, m
[ "add ice cubes", "shake and juice", "put yogurt, honey and other ingredients into the juicer" ]
[ "connect branches", "pour the ingredients into the bowl", "put yogurt, honey and other ingredients into the juicer", "make the detergent", "decorate with fruit" ]
qa3_nextStep_21857
qa3_nextStep
What could potentially be the next step?
{ "id": "102", "label": "put strawberries and other fruits into the juicer", "segment": [ 15, 19 ] }
training
95
MakeStrawberrySmoothie
rke6C0lLGk0
null
null
null
2
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='HangWallpaper' and n.name = 'apply glue to the wall and wallpaper' return g, m
[ "glue: 11", "brush: 13", "wallpaper: 16", "ladder: 13" ]
[ "screwdriver", "towel", "ladder", "soap mold", "glove" ]
qa1_step2tool_730
qa1_step2tool
What tool can be used in this step?
{ "id": "471", "label": "apply glue to the wall and wallpaper", "segment": [ 54, 57 ] }
training
39
HangWallpaper
Gc6MDFINys4
null
null
null
0
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='LubricateALock' AND s.name = 'apply the lubricant on the lock' return a, b
{ "brush": 2, "cloth": 6, "paper towel": 1 }
[ "paper towel", "case opener", "tongs", "bowl", "glue" ]
qa8_toolNextStep_26073
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "398", "label": "apply the lubricant on the lock", "segment": [ 221, 237 ] }
training
77
LubricateALock
lxRqti9Es4o
null
null
null
2
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='MakeCoffee' and n.name = 'add some ingredients in the coffee' and m.name = 'cup' return p
[ "hold food or drinks", "hold coffee", "drinking coffee", "holding coffee", "hold liquids" ]
[ "stir food", "put out fire", "hold liquids", "store liquid", "time short events" ]
qa12_toolPurpose_9027
qa12_toolPurpose
What is the purpose of the tool used in this step?
{ "id": "190", "label": "add some ingredients in the coffee", "segment": [ 168, 172 ] }
training
99
MakeCoffee
RFcuNI33Oq4
cup
null
null
2
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='PasteScreenProtectorOnPad' AND b.name = 'paste protector on the screen' RETURN b, a,t ORDER BY a.freq DESC
[ "remove the label: 19", "wipe screen again: 17", "wipe screen: 10", "place label: 2" ]
[ "install the bulb and light housing or shell", "fix the wind mill on the bracket", "wipe screen", "install the fan", "place label" ]
qa2_bestNextStep_4497
qa2_bestNextStep
What is the most probable next step?
{ "id": "333", "label": "paste protector on the screen", "segment": [ 76, 125 ] }
training
69
PasteScreenProtectorOnPad
LSwoQdEQ0co
null
null
null
2
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='PrepareSumiInk' and n.name = 'grind roundly and evenly' return g, m
[ "grinding stone: 24", "ink stick: 16" ]
[ "container", "squeegee", "grinding stone", "cutting board", "detergent" ]
qa1_step2tool_7399
qa1_step2tool
What tool can be used in this step?
{ "id": "736", "label": "grind roundly and evenly", "segment": [ 116, 156 ] }
training
119
PrepareSumiInk
_002Hv-QWD4
null
null
wax
2
MATCH (a:Object {name: 'wax'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'MakeCandle'})-[:HAS_STEP]->(:Step {name: 'melt the wax with water'})-[:HAS_OBJECT]->(:Object {name: 'wax'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "be used in candles", "burn" ]
[ "decorate walls", "melt1", "burn", "move on road", "quench thirst" ]
qa16_ObjectOtherPurpose_1260
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "322", "label": "melt the wax with water", "segment": [ 31, 39 ] }
training
80
MakeCandle
QFY8D1hJBhM
null
null
null
0
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_ACTION]->(m:Action)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='CutAndRestoreRopeTrick' and n.name = 'show the whole rope again' and m.name = 'show' return p
[ "entertain", "entertainment" ]
[ "entertain", "remove tangles from hair", "illustrate point", "kill bacteria", "fastening two objects together" ]
qa13_actionPurpose_1085
qa13_actionPurpose
What is the purpose of the action in this step?
{ "id": "225", "label": "show the whole rope again", "segment": [ 19, 27 ] }
training
31
CutAndRestoreRopeTrick
j_C0BPul0F0
null
show
null
3
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)-[r:HAS_NEXT_STEP]->(s:END) WHERE b.name='CleanToilet' RETURN r, t ORDER BY r.freq DESC
[ "flush and wash the interior: 18", "scrub the toilet interior: 16", "wipe the external side: 8", "apply detergent to the intertior of the toilet: 2", "apply detergent to the external side: 1" ]
[ "slice the pulp", "fold the squares inward and fix them", "cut into strips and pieces", "wipe the external side", "tie the zongzi tightly" ]
qa10_bestFinal_4728
qa10_bestFinal
What is the most probable final step of this task?
{ "id": "300", "label": "scrub the toilet interior", "segment": [ 112, 135 ] }
training
24
CleanToilet
z6FkPnpIAX0
null
null
null
4
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='CutGrapeFruit' and n.name = 'remove the peel' and m.name = 'knife' return p
[ "cut", "cutting", "peeling", "cut food", "separating" ]
[ "printing images on", "dividing", "drinking from", "eating food", "cut food" ]
qa12_toolPurpose_10569
qa12_toolPurpose
What is the purpose of the tool used in this step?
{ "id": "638", "label": "remove the peel", "segment": [ 21, 32 ] }
training
33
CutGrapeFruit
JJaJy2F_YEw
knife
null
null
2
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_ACTION]->(m:Action)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='InstallCeramicTile' and n.name = 'tile the wall' and m.name = 'tile' return p
[ "ornamenting wall", "cover floor or wall", "covering walls", "covering wall", "wall covering", "cover wall ceiling or floor" ]
[ "holding two things together", "painting", "covering walls", "drilling holes in things", "cut holes in objects" ]
qa13_actionPurpose_1075
qa13_actionPurpose
What is the purpose of the action in this step?
{ "id": "165", "label": "tile the wall", "segment": [ 87, 107 ] }
training
68
InstallCeramicTile
VVjbDEk-8hw
null
tile
paper
4
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_OBJECT]->(m:Object)-[:HAS_PURPOSE]->(:Purpose)<-[:HAS_PURPOSE]-(a:Object)<-[:HAS_OBJECT]-(:Step)<-[:HAS_STEP]-(b:Task) WHERE t.name='MakeChineseLantern' and n.name = 'fold or bent the paper' and m.name = 'paper' and a.name = m.name and b.name <> t.name return b
[ "MakePaperDice" ]
[ "Clean Cement Floor", "Wear Shin Guards", "Clean Wooden Floor", "Cut And Restore Rope Trick", "Make Paper Dice" ]
qa19_TaskSameObjectSamePurpose_1178
qa19_TaskSameObjectSamePurpose
What is the other task that use the object in this video for the same purpose?
{ "id": "51", "label": "fold or bent the paper", "segment": [ 84, 190 ] }
training
81
MakeChineseLantern
hbPZjEd_9S0
null
null
null
0
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='OpenALockWithPaperclips' AND b.name = 'bent the paperclips by hands' RETURN b, a,t ORDER BY a.freq DESC
[ "insert the paperclips into the lock hole: 14", "squeeze the paperclips by hands: 8", "twist the paperclips by hands: 2" ]
[ "insert the paperclips into the lock hole", "insert the hard disk tray into the position of the CD drive", "fry salmon", "twist the paperclips by hands", "fit on the shell" ]
qa2_bestNextStep_9515
qa2_bestNextStep
What is the most probable next step?
{ "id": "89", "label": "bent the paperclips by hands", "segment": [ 39, 45 ] }
training
104
OpenALockWithPaperclips
PeENLZYlJS4
null
null
null
4
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='InstallAirConditioner' AND s.name = 'connect air conditioners and windows' return a, b
{ "drill": 6, "plywood": 7, "screwdriver": 4, "screws": 5, "tape": 1, "utility knife": 4 }
[ "bottle opener", "string winder", "skis", "cpr board", "tape" ]
qa8_toolNextStep_28911
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "631", "label": "connect air conditioners and windows", "segment": [ 142, 146 ] }
training
65
InstallAirConditioner
1fCFteOCXus
null
null
water
3
MATCH (a:Object {name: 'water'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'PlantTree'})-[:HAS_STEP]->(:Step {name: 'pour water to the tree'})-[:HAS_OBJECT]->(:Object {name: 'water'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "cleaning", "fill", "quench thirst", "quenching thirst", "drinking", "boiling", "dissolve many substances", "thin mix of ingredients", "thin mix of ingredients", "fill glass", "dissolve many substances", "quench thirst", "quenching thirst", "drinking", "boiling" ]
[ "combing", "melt1", "hydration", "cleaning", "flow" ]
qa16_ObjectOtherPurpose_147
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "224", "label": "pour water to the tree", "segment": [ 156, 172 ] }
training
114
PlantTree
4tyISpv1wXg
null
null
glue
3
MATCH (a:Object {name: 'glue'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'RemoveBlackheadsWithGlue'})-[:HAS_STEP]->(:Step {name: 'wipe the glue to a layer'})-[:HAS_OBJECT]->(:Object {name: 'glue'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "used to fasten things together", "hold things together", "binding things together", "stick two things together", "stick things together", "stick paper", "fastening two objects together", "attaching things together", "binding similar objects together", "make objects stick together", "holding two...
[ "holding things together", "fold or bend for various crafts", "stick to paper", "stick two pieces of wood together", "thin mix of ingredients" ]
qa16_ObjectOtherPurpose_2059
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "230", "label": "wipe the glue to a layer", "segment": [ 34, 43 ] }
training
166
RemoveBlackheadsWithGlue
Z4m-vQXUOgs
null
null
null
1
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='ReplaceMemoryChip' AND s.name = 'take out the shell' return a, b
{ "anti-static wrist strap": 14, "memory chip": 20, "pry tool": 36, "screwdriver": 38, "tweezers": 11 }
[ "bandage", "screwdriver", "tuner", "razor", "plate" ]
qa8_toolNextStep_18789
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "369", "label": "take out the shell", "segment": [ 26, 94 ] }
training
146
ReplaceMemoryChip
brdVPttHMdA
null
null
null
1
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='InstallClosestool' and n.name = 'close the sluice and empty and disconnect the water pipe' return g, m
[ "cloth: 4", "wrench: 4", "bucket: 4" ]
[ "spatula", "bucket", "dustpan", "cup", "paper" ]
qa1_step2tool_19256
qa1_step2tool
What tool can be used in this step?
{ "id": "410", "label": "close the sluice and empty and disconnect the water pipe", "segment": [ 5, 27 ] }
training
72
InstallClosestool
pwpNKVFxcTg
null
null
null
2
MATCH (n:Domain)-[r:HAS_TASK]->(t:Task) WHERE t.name='ReplaceAWiperHead' return n
[ "Vehicle" ]
[ "Sport", "Leisure and Performance", "Vehicle", "Nursing and Care", "Housework" ]
qa11_domain_6891
qa11_domain
Which domain does this task belong to?
{ "id": "577", "label": "put the new rubber sleeve into the wiper head", "segment": [ 123, 147 ] }
training
129
ReplaceAWiperHead
xfeujNpR6Fs
null
null
null
0
MATCH (t:Task)-[:HAS_STEP]->(n:Step)-[:HAS_GROUNDED_TOOL]->(m:GroundedTool)-[:HAS_PURPOSE]->(p:Purpose) WHERE t.name='MakeSoap' and n.name = 'melt the soap block' and m.name = 'container' OPTIONAL MATCH (p)-[:HAS_SIMILAR_PURPOSE]->(sp:Purpose) // Match similar purposes WITH p, sp, m MATCH (a:GroundedT...
[ "bucket", "cup", "bowl", "glass", "pot", "mug" ]
[ "pot", "fork", "bolt", "drill", "tape" ]
qa17_AlternativeTool_2390
qa17_AlternativeTool
What is another tool that can assist with this step?
{ "id": "384", "label": "melt the soap block", "segment": [ 22, 27 ] }
training
94
MakeSoap
3gcIxgZ6yi0
container
null
null
0
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='PasteScreenProtectorOnPad' and n.name = 'wipe screen' return g, m
[ "alcohol wipe: 27", "cloth: 31", "dust removal sticker: 19" ]
[ "alcohol wipe", "sponge", "spoon", "pencil", "utility knife" ]
qa1_step2tool_24354
qa1_step2tool
What tool can be used in this step?
{ "id": "332", "label": "wipe screen", "segment": [ 7, 15 ] }
training
69
PasteScreenProtectorOnPad
_RastZm-qZY
null
null
car
0
MATCH (a:Object {name: 'car'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'ParkParallel'})-[:HAS_STEP]->(:Step {name: 'drive the car backward'})-[:HAS_OBJECT]->(:Object {name: 'car'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "move on road", "set off", "start running" ]
[ "set off", "boiling", "clean dust out of air", "back up", "sleeping" ]
qa16_ObjectOtherPurpose_3415
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "690", "label": "drive the car backward", "segment": [ 15, 28 ] }
training
110
ParkParallel
aiQDkKHbMZI
null
null
null
2
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='MakeSalmon' and n.name = 'add seasoning' return g, m
{ "spoon": 20 }
[ "voltage tester", "pan", "spoon", "ingredients", "volumetric flask" ]
qa1_step2tool_7299
qa1_step2tool
What tool can be used in this step?
{ "id": "27", "label": "add seasoning", "segment": [ 49, 64 ] }
training
92
MakeSalmon
FP_zoFhHR1Q
null
null
null
3
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='ChangeMobilePhoneBattery' AND b.name = 'take down the old battery' RETURN b, a,t ORDER BY a.freq DESC
[ "load a new battery: 25", "put on new tape: 2", "remove the tape of the fixed battery: 1" ]
[ "raise the national flag", "knot at the end of the bandage", "remove the tape of the fixed battery", "load a new battery", "put the hamster back into the hamster cage" ]
qa2_bestNextStep_6281
qa2_bestNextStep
What is the most probable next step?
{ "id": "747", "label": "take down the old battery", "segment": [ 43, 53 ] }
training
101
ChangeMobilePhoneBattery
4um8iuFM9vI
null
null
null
0
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='UseVolumetricPipette' AND b.name = 'absorb liquid with dropper' RETURN b, a,t ORDER BY a.freq DESC
[ "release liquid: 30", "calibrate the liquid: 27" ]
[ "release liquid", "calibrate the liquid", "wrap the pipe band", "take out the blade", "wipe nose" ]
qa2_bestNextStep_19233
qa2_bestNextStep
What is the most probable next step?
{ "id": "83", "label": "absorb liquid with dropper", "segment": [ 22, 25 ] }
training
63
UseVolumetricPipette
SvXAyuyAw-0
null
null
null
0
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(t:Step) WHERE c.name='CleanFish' AND t.name = 'cut off the tail and fin' RETURN b, a, t ORDER BY a.freq DESC
[ "scratch scales: 5", "remove the intestines and blood vessels: 4", "cut the head: 3" ]
[ "scratch scales", "water and fertilize the seeds", "pour some water to the soy milk maker", "remove the intestines and blood vessels", "add raw materials" ]
qa7_bestPrecedingStep_9567
qa7_bestPrecedingStep
What is the most probable preceding step?
{ "id": "108", "label": "cut off the tail and fin", "segment": [ 35, 39 ] }
training
22
CleanFish
BOeVgqxP-XU
null
null
wall
3
MATCH (a:Object {name: 'wall'})-[:HAS_PURPOSE]->(c:Purpose) where NOT (:Task {name: 'RemoveCrayonFromWalls'})-[:HAS_STEP]->(:Step {name: 'wipe wall with detergent'})-[:HAS_OBJECT]->(:Object {name: 'wall'})-[:HAS_PURPOSE]->(c:Purpose) return c
[ "separate rooms", "divide open space into smaller areas", "holding up roof" ]
[ "catch and throw back", "combing", "holding two things together", "divide open space into smaller areas", "hold things together" ]
qa16_ObjectOtherPurpose_3295
qa16_ObjectOtherPurpose
What are the additional purposes for which the OBJECT shown in this video can be used, aside from its intended use in the step demonstrated?
{ "id": "135", "label": "wipe wall with detergent", "segment": [ 110, 123 ] }
training
56
RemoveCrayonFromWalls
piFCe5GlsPE
null
null
null
3
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='MakePaperWindMill' AND s.name = 'fold the squares inward and fix them' return a, b
{ "bracket": 9, "drill": 10, "windmill": 8 }
[ "welding rods", "rice cooker", "syringe", "windmill", "cloth" ]
qa8_toolNextStep_24992
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "241", "label": "fold the squares inward and fix them", "segment": [ 80, 112 ] }
training
109
MakePaperWindMill
fnW2e49B07k
null
null
null
1
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='ReplaceSewingMachineNeedle' AND s.name = 'screw on the screw' return a, b
{ "needle": 1, "tweezers": 15 }
[ "tissue", "tweezers", "tape", "pliers", "screwdriver" ]
qa8_toolNextStep_6590
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "544", "label": "screw on the screw", "segment": [ 134, 146 ] }
training
142
ReplaceSewingMachineNeedle
wzxdA_iPtk4
null
null
null
1
MATCH (b:Task)-[a:HAS_STEP]->(t:Step)-[r:HAS_NEXT_STEP]->(s:END) WHERE b.name='DrawBlood' RETURN r, t ORDER BY r.freq DESC
[ "pull out the needle and press with cotton: 29", "collect blood: 4" ]
[ "collect blood", "pull out the needle and press with cotton", "decorate with fruit", "roast ingredients", "make the hair dry" ]
qa10_bestFinal_3974
qa10_bestFinal
What is the most probable final step of this task?
{ "id": "679", "label": "pull out the needle and press with cotton", "segment": [ 159, 176 ] }
training
8
DrawBlood
-287EWnKCKk
null
null
money
3
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_OBJECT]->(m:Object)-[k:HAS_PURPOSE]->(p:Purpose) WHERE t.name='UseVendingMachine' and n.name = 'insert money into the vending machine' and m.name = 'money' return p
[ "buy items", "pay for", "obtain things" ]
[ "play catch", "hold", "cleaning", "buy items", "illuminate" ]
qa14_objectPurpose_53
qa14_objectPurpose
What is the purpose of the object in this step?
{ "id": "519", "label": "insert money into the vending machine", "segment": [ 28, 29 ] }
training
163
UseVendingMachine
5ErPb9BLe7A
null
null
null
0
MATCH (c:Task)-[d:HAS_STEP]->(s:Step)-[r:HAS_NEXT_STEP]->(t:Step)-[a:HAS_GROUNDED_TOOL]->(b:GroundedTool) where c.name='ReplaceGraphicsCard' AND s.name = 'remove the old graphics card' return a, b
{ "anti-static wrist strap": 3, "new graphics card": 10, "screwdriver": 5, "thermal paste": 5 }
[ "screwdriver", "belt", "knife", "pot", "cushion" ]
qa8_toolNextStep_2649
qa8_toolNextStep
What tool could be used in the next step?
{ "id": "183", "label": "remove the old graphics card", "segment": [ 125, 140 ] }
training
144
ReplaceGraphicsCard
Zsvw0fGSiyM
null
null
null
3
MATCH (c:Task)-[r:HAS_STEP]->(b:Step)-[a:HAS_NEXT_STEP]->(m:Step) WHERE c.name='UseSewingMachine' and b.name = 'put the thread on the spool' return a, m
[ "thread thorugh the needle", "twine round the thread" ]
[ "take out the toner cartridge", "clean the surface", "tighten the blade screw", "twine round the thread", "put the quilt on the bed" ]
qa3_nextStep_13149
qa3_nextStep
What could potentially be the next step?
{ "id": "93", "label": "put the thread on the spool", "segment": [ 99, 102.5 ] }
training
152
UseSewingMachine
pdxnUUhHrgY
null
null
null
3
MATCH (t:Task)-[r:HAS_STEP]->(n:Step)-[g:HAS_GROUNDED_TOOL]->(m:GroundedTool) WHERE t.name='PractiseSkiingAerials' and n.name = 'ski down from the hill' return g, m
[ "ski poles: 5", "ski boots: 8", "glove: 8", "ski goggles: 12", "skis: 21", "ski suit: 16", "helmet: 17" ]
[ "screwdriver", "torque wrench", "pillow", "helmet", "cover material" ]
qa1_step2tool_28358
qa1_step2tool
What tool can be used in this step?
{ "id": "651", "label": "ski down from the hill", "segment": [ 130, 134 ] }
training
154
PractiseSkiingAerials
XgIUdLwKCI4
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PKR-QA Dataset

This folder contains PKR-QA question answering examples prepared as JSON Lines files for Hugging Face Datasets.

Files

Split File Source Examples
train train.jsonl dataset/s4_QADataset_12Feb2025/train/training_small_100.json 1700
validation validation.jsonl dataset/s4_QADataset_12Feb2025/val/validation_small_50.json 850
test test.jsonl dataset/s4_QADataset_12Feb2025/testing.json 46921

Each line is one original QA example serialized as a JSON object.

Top-Level Fields

  • Action
  • GroundedTool
  • Object
  • answer
  • cypher_query
  • explanation
  • options
  • qid
  • quest_type
  • question
  • step
  • subset
  • task_id
  • task_label
  • video_id

How to use?

For evaluation, use only the COIN dataset video_id and the question as input, and predict the correct option. No additional information should be used during evaluation. Any other information may be used only for diagnostic purposes.

Code repo

https://github.com/LUNAProject22/KML

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