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pick green rice chip bag from bottom drawer and place on counter
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pick green rice chip bag from bottom drawer and place on counter
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pick green rice chip bag from bottom drawer and place on counter
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0
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0
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[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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0
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pick green rice chip bag from bottom drawer and place on counter
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1
3
0
3
0
[ -1.3959935903549194, -1.417451024055481, -0.19720646739006042, 1.0572600364685059, 0.2104782611131668, 2.1596622467041016, -2.734262228012085, 0 ]
[ 0.20897993445396423, -0.420687198638916, 0.6750986576080322, 0.1319369077682495, -0.6425196528434753, 0.753849446773529, 0.03836870938539505 ]
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0
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0
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0
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
[ 0.4089707136154175, -0.22068898379802704, 0.806351363658905, -0.6426241397857666, 0.7537545561790466, 0.03839876502752304, 0.13196133077144623 ]
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1.333333
4
0
4
0
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[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
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0
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[ 0.2819161117076874, 0.15437789261341095, 0.6773210763931274, 0.12951456010341644, -0.6433150172233582, 0.7535447478294373, 0.03926922008395195 ]
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0
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[ 0.40692582726478577, 0.07936843484640121, 0.5023302435874939, 0.12939690053462982, -0.6435306072235107, 0.7533778548240662, 0.03932728245854378 ]
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0
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[ 0.4069259464740753, 0.3793673813343048, 0.5023264288902283, 0.12945538759231567, -0.6435505151748657, 0.7533486485481262, 0.03936848044395447 ]
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0
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[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
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[ 0.40692734718322754, -0.22062425315380096, 0.8023300170898438, 0.12938755750656128, -0.643403947353363, 0.7534923553466797, 0.03923570364713669 ]
1.666667
5
0
5
0
[ -1.3564279079437256, -1.420929193496704, -0.23335827887058258, 1.0959174633026123, 0.15074382722377777, 2.1298537254333496, -2.758695602416992, 0 ]
[ 0.204325869679451, -0.41860729455947876, 0.6540069580078125, 0.11240671575069427, -0.6418294906616211, 0.7564679384231567, 0.05635504797101021 ]
[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
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[ -1.8701980113983154, -1.8200347423553467, 1.4176515340805054, -1.194860816001892, -1.3198661804199219, 1.4379050731658936, 0 ]
[ 0.4043165445327759, 0.08138792961835861, 0.48525872826576233, 0.11246497929096222, -0.6419858336448669, 0.7563238739967346, 0.05639209598302841 ]
[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0.2793102264404297, 0.15639446675777435, 0.6602528691291809, 0.11254693567752838, -0.641802191734314, 0.756467878818512, 0.0563870407640934 ]
[ -0.125, 0.375, -0.125 ]
0
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[ 0.40431976318359375, 0.08138524740934372, 0.4852612018585205, 0.11243727058172226, -0.6420084834098816, 0.7563044428825378, 0.05644955113530159 ]
[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0.4043195843696594, 0.3813842833042145, 0.4852573275566101, 0.11249865591526031, -0.6420262455940247, 0.7562773823738098, 0.05648792162537575 ]
[ 0, 0.6000000238418579, -0.30000001192092896 ]
0
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[ 0.6149873733520508, -1.074155330657959, -0.06543184816837311, 1.1000585556030273, 0.08864819258451462, 1.9615733623504639, -0.7871919274330139, 0 ]
[ 0.10431870818138123, 0.08139408379793167, 0.48525986075401306, 0.11243889480829239, -0.6419028043746948, 0.7563989758491516, 0.05638108029961586 ]
[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
[ -0.000001862645149230957, -0.000003375113010406494, 8.940696716308594e-8, 5.960464477539062e-7, -0.000030517578125, -0.000026404857635498047, 0.000006381422281265259 ]
[ 0.3083980083465576, 3.2408533096313477, 4.532035827636719, 2.0425708293914795, -3.986332416534424, 3.949514627456665, 0 ]
[ 0.2543116509914398, -0.06860702484846115, 0.4853120744228363, 0.11207560449838638, -0.641856849193573, 0.7564406991004944, 0.057063862681388855 ]
[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
[ 0.000005185604095458984, -0.0000022649765014648438, -0.0000521242618560791, 0.00036388635635375977, -0.00007647275924682617, -0.00006812810897827148, -0.0006764009594917297 ]
pick green rice chip bag from bottom drawer and place on counter
[ 0.40431684255599976, -0.2186092883348465, 0.7852599620819092, -0.6419333219528198, 0.7563725709915161, 0.056387461721897125, 0.11243949085474014 ]
[ -0.26563453674316406, 0.09959984570741653, 0.4276117980480194, 1.5347741842269897, 0.17489682137966156, 1.3834761381149292, -1.2712293863296509, 0 ]
[ 0.40432116389274597, -0.21860754489898682, 0.7852608561515808, 0.11242887377738953, -0.6418841481208801, 0.7564181089401245, 0.056356847286224365 ]
2
6
0
6
0
[ -1.3067619800567627, -1.406808853149414, -0.2852253019809723, 1.2343895435333252, 0.06907190382480621, 2.0670876502990723, -2.7615277767181396, 0 ]
[ 0.19318677484989166, -0.4152679145336151, 0.5892876982688904, 0.10846295952796936, -0.6221952438354492, 0.76665860414505, 0.11551371961832047 ]
[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
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[ -1.909749150276184, -1.8460875749588013, 1.5927600860595703, -1.2307692766189575, -1.2640446424484253, 1.4252970218658447, 0 ]
[ 0.39317816495895386, 0.08472742140293121, 0.420539915561676, 0.10852836072444916, -0.6223497986793518, 0.7665181756019592, 0.11555176973342896 ]
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0
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pick green rice chip bag from bottom drawer and place on counter
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2.333333
7
0
7
0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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2.666667
8
0
8
0
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0
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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3
9
0
9
0
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0
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0
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0
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0
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0
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[ 0.08736075460910797, 0.09697459638118744, 0.25776103138923645, 0.11416859924793243, -0.5927485227584839, 0.7776322960853577, 0.17579185962677002 ]
[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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0
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pick green rice chip bag from bottom drawer and place on counter
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[ 0.3873586654663086, -0.2030278742313385, 0.5577555894851685, 0.11421675235033035, -0.5927192568778992, 0.7776549458503723, 0.17575886845588684 ]
3.333333
10
0
10
0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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3.666667
11
0
11
0
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0
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0
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0
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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4
12
0
12
0
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0
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0
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0
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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4.333333
13
0
13
0
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[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
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0
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0
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0
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0
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[ 0.10474817454814911, 0.11196192353963852, 0.12349378317594528, 0.17241863906383514, -0.55361008644104, 0.7831491827964783, 0.22464421391487122 ]
[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0.2532157897949219, -0.03711647167801857, 0.12241167575120926, 0.18987096846103668, -0.5479375123977661, 0.7875258922576904, 0.20860600471496582 ]
[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
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4.666667
14
0
14
0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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5
15
0
15
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0
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0
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0
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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5.333333
16
0
16
0
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0
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0
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0
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0
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0
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0
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[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
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5.666667
17
0
17
0
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0
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0
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0
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0
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0
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[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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0
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pick green rice chip bag from bottom drawer and place on counter
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6
18
0
18
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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6.333333
19
0
19
0
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0
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0
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0
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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6.666667
20
0
20
0
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0
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0
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0
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0
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0
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[ 0.2010975480079651, 0.15754567086696625, -0.03412281349301338, 0.303403377532959, -0.5674287676811218, 0.7367475628852844, 0.2077835351228714 ]
[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0.35111337900161743, 0.007546259555965662, -0.0341285765171051, 0.30354049801826477, -0.5672996640205383, 0.7366974949836731, 0.20811307430267334 ]
[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
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7
21
0
21
0
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0
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0
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[ 0.3777806758880615, 0.2461128830909729, 0.11593375355005264, 0.298889696598053, -0.5672948956489563, 0.734539270401001, 0.22202135622501373 ]
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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7.333333
22
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0
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pick green rice chip bag from bottom drawer and place on counter
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7.666667
23
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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8
24
0
24
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0
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0
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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8.333333
25
0
25
0
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0
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0
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0
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0
[ -0.000008106231689453125, 0.00000476837158203125, -0.0000011771917343139648, 0.00010722875595092773, 0.00007361173629760742, 0.0000852346420288086, -0.00023670494556427002 ]
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0
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0
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[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
[ 0.5119982361793518, -0.07274201512336731, 0.14093804359436035, -0.590277373790741, 0.7086664438247681, 0.21648932993412018, 0.3201513886451721 ]
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8.666667
26
0
26
0
[ -1.9116147756576538, -0.42409199476242065, 0.8441879153251648, 2.140204429626465, -0.3971053659915924, 0.832393229007721, -2.0106449127197266, 0.14072050154209137 ]
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[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
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[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ -0.125, 0.375, -0.125 ]
0
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[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0, 0.6000000238418579, -0.30000001192092896 ]
0
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[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
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9
27
0
27
0
[ -1.9115993976593018, -0.4240662455558777, 0.8441365361213684, 2.1402339935302734, -0.3971451222896576, 0.8323821425437927, -2.01064133644104, 0.3270559012889862 ]
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[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
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[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0.3883039057254791, 0.30117061734199524, 0.014794543385505676, 0.3057149648666382, -0.5915243029594421, 0.7054372429847717, 0.24289020895957947 ]
[ -0.125, 0.375, -0.125 ]
0
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[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0, 0.6000000238418579, -0.30000001192092896 ]
0
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[ 0.21243762969970703, 0.22687548398971558, -0.16084712743759155, 0.3201429545879364, -0.5894802212715149, 0.7092792391777039, 0.21666693687438965 ]
[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0.2700822949409485, 1.5912189483642578, 4.77490758895874, 1.2718524932861328, -5.354434967041016, 6.193994045257568, 0.3270559012889862 ]
[ 0.3624512851238251, 0.0768752172589302, -0.1608506143093109, 0.32034045457839966, -0.589326798915863, 0.7091915607452393, 0.21707898378372192 ]
[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
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9.333333
28
0
28
0
[ -1.9115842580795288, -0.42404046654701233, 0.8440852165222168, 2.140263557434082, -0.3971848487854004, 0.8323709964752197, -2.0106377601623535, 0.5133913159370422 ]
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[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
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[ -1.7486666440963745, -0.5871518850326538, 2.178274631500244, -3.267646551132202, -0.7825010418891907, 1.620410442352295, 0.5133913159370422 ]
[ 0.5124106407165527, 0.2268999218940735, -0.16086311638355255, 0.3202010989189148, -0.5896503329277039, 0.7091343998908997, 0.21659208834171295 ]
[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 2.8973000049591064, -0.9140918254852295, -2.6564416885375977, -2.4488582611083984, -0.860572338104248, 3.6779136657714844, -2.8973000049591064, 0.5133913159370422 ]
[ 0.3882852792739868, 0.30120059847831726, 0.014781508594751358, 0.3057023584842682, -0.5915290713310242, 0.7054267525672913, 0.24292491376399994 ]
[ -0.125, 0.375, -0.125 ]
0
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[ 0.5124142169952393, 0.22690361738204956, -0.16086699068546295, 0.32028108835220337, -0.5895599722862244, 0.7091562747955322, 0.21664823591709137 ]
[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0.2022157460451126, 1.7791410684585571, 0.8369072079658508, -1.1215229034423828, 0.7213280200958252, -0.054301489144563675, 0.9284759759902954, 0.5133913159370422 ]
[ 0.5124077200889587, 0.5269049406051636, -0.16086448729038239, 0.3203013241291046, -0.5895653367042542, 0.7092042565345764, 0.21644648909568787 ]
[ 0, 0.6000000238418579, -0.30000001192092896 ]
0
[ -0.0000016093254089355469, 0.0000034570693969726562, -0.0000036656856536865234, 0.00008663535118103027, 0.00007897615432739258, 0.00003731250762939453, -0.00003536045551300049 ]
[ 0.8932198286056519, 0.9072069525718689, -0.25981515645980835, 0.5105326175689697, 2.5661253929138184, 1.2214804887771606, -3.279149293899536, 0.5133913159370422 ]
[ 0.21241861581802368, 0.22690574824810028, -0.1608603149652481, 0.32013562321662903, -0.5894840955734253, 0.7092716097831726, 0.21669219434261322 ]
[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
[ -0.000012502074241638184, 0.000002652406692504883, -0.000007838010787963867, 0.0002523362636566162, -0.0000022649765014648438, -0.000030040740966796875, -0.0002810657024383545 ]
[ 0.27002620697021484, 1.5911692380905151, 4.774911403656006, 1.271811842918396, -5.354411602020264, 6.194004535675049, 0.5133913159370422 ]
[ 0.3624322712421417, 0.07690548151731491, -0.16086380183696747, 0.3203331232070923, -0.5893306136131287, 0.709183931350708, 0.2171042263507843 ]
[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
[ -0.000026166439056396484, 0.000002913177013397217, -0.000004351139068603516, 0.000054836273193359375, -0.0001557469367980957, 0.000057637691497802734, -0.000693097710609436 ]
pick green rice chip bag from bottom drawer and place on counter
[ 0.5124061107635498, -0.07309160381555557, 0.1391318440437317, -0.5894863605499268, 0.7092415690422058, 0.21641112864017487, 0.32038795948028564 ]
[ -0.4656205177307129, 1.5537240505218506, 0.8813870549201965, 1.248321533203125, -0.20638324320316315, 0.4734126627445221, -1.5888148546218872, 0.5133913159370422 ]
[ 0.5124086141586304, -0.07308843731880188, 0.13913460075855255, 0.3202376067638397, -0.5894709825515747, 0.7093473672866821, 0.21632887423038483 ]
9.666667
29
0
29
0
[ -1.911569595336914, -0.42401471734046936, 0.8440335988998413, 2.1402928829193115, -0.3972242474555969, 0.832360029220581, -2.010634422302246, 0.6997267603874207 ]
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[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
[ -0.000005632638931274414, -6.854534149169922e-7, 0.0000011799857020378113, 0.00012639164924621582, -0.000023186206817626953, -0.000050902366638183594, -0.00008338689804077148 ]
[ -1.7486183643341064, -0.5871104001998901, 2.1782712936401367, -3.2676641941070557, -0.7824810743331909, 1.6204352378845215, 0.6997267603874207 ]
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[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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10
30
0
30
0
[ -1.9115536212921143, -0.4240139424800873, 0.843987226486206, 2.1403310298919678, -0.39724355936050415, 0.8323771953582764, -2.010650396347046, 0.800000011920929 ]
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0
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0
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0
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0
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0
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0
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0
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pick green rice chip bag from bottom drawer and place on counter
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10.333333
31
0
31
0
[ -1.9089553356170654, -0.4675588011741638, 0.8521907329559326, 2.1547255516052246, -0.36261072754859924, 0.8813256025314331, -2.0448944568634033, 0.800000011920929 ]
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0
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0
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0
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0
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[ 0, 0.6000000238418579, -0.30000001192092896 ]
0
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[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
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10.666667
32
0
32
0
[ -1.9444787502288818, -0.536919116973877, 0.9155486226081848, 2.188375949859619, -0.2832338213920593, 0.9858619570732117, -2.1004910469055176, 0.800000011920929 ]
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[ -0.20000000298023224, -0.20000000298023224, -0.13124999403953552 ]
0
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0
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[ -0.125, 0.375, -0.125 ]
0
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[ 0, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0, 0.6000000238418579, -0.30000001192092896 ]
0
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[ 0.6897541880607605, 0.6909350156784058, -0.21186549961566925, 0.3900599777698517, 2.328338146209717, 1.1570720672607422, -3.3826487064361572, 0.800000011920929 ]
[ 0.19745653867721558, 0.2235342562198639, -0.10590121895074844, 0.3323573172092438, -0.6159036755561829, 0.6672401428222656, 0.254935085773468 ]
[ -0.30000001192092896, 0.30000001192092896, -0.30000001192092896 ]
0
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[ 0.2898339629173279, 1.7046617269515991, 4.849674224853516, 1.4166148900985718, -5.272249221801758, 6.107692241668701, 0.800000011920929 ]
[ 0.3474712371826172, 0.07353347539901733, -0.10590434819459915, 0.33252185583114624, -0.6157483458518982, 0.6671541929244995, 0.255320280790329 ]
[ -0.15000000596046448, 0.15000000596046448, -0.30000001192092896 ]
0
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pick green rice chip bag from bottom drawer and place on counter
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pick green rice chip bag from bottom drawer and place on counter
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pick green rice chip bag from bottom drawer and place on counter
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End of preview. Expand in Data Studio

fractal20220817_data_train_65000_67500_augmented

Overview

  • Codebase version: v3.0
  • Robots: images, jaco, kinova3, kuka_iiwa, panda, sawyer, ur5e, xarm7
  • FPS: 3
  • Episodes: 2,500
  • Frames: 107,824
  • Splits:
    • train: 0:2500

Data Layout

data_path : data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet
video_path: videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4

Features

Feature dtype shape description
observation.images.image video 256×320×3 Source robot's image from original dataset
observation.images.jaco video 256×320×3 Augmented image for jaco robot
observation.images.kinova3 video 256×320×3 Augmented image for kinova3 robot
observation.images.kuka_iiwa video 256×320×3 Augmented image for kuka_iiwa robot
observation.images.panda video 256×320×3 Augmented image for panda robot
observation.images.sawyer video 256×320×3 Augmented image for sawyer robot
observation.images.ur5e video 256×320×3 Augmented image for ur5e robot
observation.images.xarm7 video 256×320×3 Augmented image for xarm7 robot
episode_index int64 1 Index of the current episode within the dataset.
frame_index int64 1 Index of the current frame within its episode.
index int64 1 Global frame index across the whole dataset.
natural_language_instruction string 1 Natural language command describing the task
observation.ee_pose float32 7 Source robot's eef position
observation.jaco.base_orientation float32 1 Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0)
observation.jaco.base_position float32 3 Base translation applied so the trajectory remains achievable
observation.jaco.ee_error float32 7 The eef difference between the augmented jaco robot and the original robot
observation.jaco.ee_pose float32 7 The eef position of jaco robot
observation.jaco.joints float32 7 The joint position of jaco robot
observation.joints float32 8 Joint angle of source robot
observation.kinova3.base_orientation float32 1 Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0)
observation.kinova3.base_position float32 3 Base translation applied so the trajectory remains achievable
observation.kinova3.ee_error float32 7 The eef difference between the augmented kinova3 robot and the original robot
observation.kinova3.ee_pose float32 7 The eef position of kinova3 robot
observation.kinova3.joints float32 8 The joint position of kinova3 robot
observation.kuka_iiwa.base_orientation float32 1 Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0)
observation.kuka_iiwa.base_position float32 3 Base translation applied so the trajectory remains achievable
observation.kuka_iiwa.ee_error float32 7 The eef difference between the augmented kuka_iiwa robot and the original robot
observation.kuka_iiwa.ee_pose float32 7 The eef position of kuka_iiwa robot
observation.kuka_iiwa.joints float32 8 The joint position of kuka_iiwa robot
observation.panda.base_orientation float32 1 Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0)
observation.panda.base_position float32 3 Base translation applied so the trajectory remains achievable
observation.panda.ee_error float32 7 The eef difference between the augmented panda robot and the original robot
observation.panda.ee_pose float32 7 The eef position of panda robot
observation.panda.joints float32 8 The joint position of panda robot
observation.sawyer.base_orientation float32 1 Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0)
observation.sawyer.base_position float32 3 Base translation applied so the trajectory remains achievable
observation.sawyer.ee_error float32 7 The eef difference between the augmented sawyer robot and the original robot
observation.sawyer.ee_pose float32 7 The eef position of sawyer robot
observation.sawyer.joints float32 8 The joint position of sawyer robot
observation.state float32 7 Copy of the state field in source robot's RLDS dataset
observation.ur5e.base_orientation float32 1 Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0)
observation.ur5e.base_position float32 3 Base translation applied so the trajectory remains achievable
observation.ur5e.ee_error float32 7 The eef difference between the augmented ur5e robot and the original robot
observation.ur5e.ee_pose float32 7 The eef position of ur5e robot
observation.ur5e.joints float32 7 The joint position of ur5e robot
observation.xarm7.base_orientation float32 1 Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0)
observation.xarm7.base_position float32 3 Base translation applied so the trajectory remains achievable
observation.xarm7.ee_error float32 7 The eef difference between the augmented xarm7 robot and the original robot
observation.xarm7.ee_pose float32 7 The eef position of xarm7 robot
observation.xarm7.joints float32 8 The joint position of xarm7 robot
task_index int64 1 Integer ID of the high-level task this episode/frame belongs to.
timestamp float32 1 Time stamp of the current frame within the episode (in second).

Website

Paper

Citation Policy

If you use OXE-AugE datasets, please cite both our dataset and the upstream datasets.

Upstream Dataset Citation (original dataset)

@misc{googleblog_rt1_2022,
  author       = {Keerthana Gopalakrishnan and Kanishka Rao},
  title        = {RT-1: Robotics Transformer for real-world control at scale},
  howpublished = {Google Research Blog},
  year         = {2022},
  month        = {December},
  url          = {https://research.google/blog/rt-1-robotics-transformer-for-real-world-control-at-scale/}
}

OXE-AugE Dataset Citation (ours)

@misc{
  ji2025oxeauge,
  title  = {OXE-AugE: A Large-Scale Robot Augmentation of OXE for Scaling Cross-Embodiment Policy Learning},
  author = {Ji, Guanhua and Polavaram, Harsha and Chen, Lawrence Yunliang and Bajamahal, Sandeep and Ma, Zehan and Adebola, Simeon and Xu, Chenfeng and Goldberg, Ken},
  journal={arXiv preprint arXiv:2512.13100},
  year={2025}
}
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