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Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type
struct<simplifications: string, simulator: string, task_name: string, variation: int64, expert_seed: int64, expert_seed_policy: string, relative_gamefile: string>
to
{'simplifications': Value('string'), 'simulator': Value('string'), 'task_name': Value('string'), 'variation': Value('int64')}
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2158, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<simplifications: string, simulator: string, task_name: string, variation: int64, expert_seed: int64, expert_seed_policy: string, relative_gamefile: string>
to
{'simplifications': Value('string'), 'simulator': Value('string'), 'task_name': Value('string'), 'variation': Value('int64')}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
action_block_index int64 | action_sha256 string | action_step int64 | after_observation_block_index int64 | after_observation_sha256 string | before_observation_block_index int64 | category string | domain string | future_content_exposed_to_causal_models bool | goal_block_indices list | position_bucket string | schema_version string | source_reset dict | source_split string | split string | split_schema string | trajectory_id string | unit_id string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
62 | bd1988650fecdfecceedf0527c2bba30d74c2672722eea8b83ea72e35876a163 | 31 | 63 | e834d35783a3dda97526b5543e2fd1a42d0de1ca32d2cbbb4ec076f5f9d4f0f6 | 61 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "test-conductivity",
"variation": 358
} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity:variation:358 | 826b87d7a1effafb4a68a56a7bdf94759f5ae92045e865fb63c0676f7db9b4ce |
88 | 0a636b7844846f5cd766487b8323a38f6b66759d2bd70660f264357cc29d2c03 | 44 | 89 | 80b7db95c8f6690f317b3cafc47b69e054909c2d161849f9e10f6a1db9274497 | 87 | goal_next_action | scienceworld | false | [
0
] | early | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "mendelian-genetics-known-plant",
"variation": 28
} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-known-plant:variation:28 | 70a71e17fb1881a9b15b70b02984d4cb1dd3e8b14b2af1b850ed9e5a05b44065 |
24 | 0a636b7844846f5cd766487b8323a38f6b66759d2bd70660f264357cc29d2c03 | 12 | 25 | 80b7db95c8f6690f317b3cafc47b69e054909c2d161849f9e10f6a1db9274497 | 23 | goal_next_action | scienceworld | false | [
0
] | middle | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "identify-life-stages-1",
"variation": 3
} | train | train | aomt-gemma-world-data-split-v1 | gold:identify-life-stages-1:variation:3 | 9d3b91ee9eb632b18d7c2f629af72def420ef42f600dfc213a029b2f56789b63 |
1,162 | 99d40f20ff395f9c8682829e030f16118a8d83e382f278112dfe0e99d3e3d908 | 581 | 1,163 | 5287908152587f7d77279235d2cd3f17cd2930c93b834472aa30642bc40aca3e | 1,161 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 590
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:590 | 1f4ca76e215b349b6124fbee418ac292c67daf25174aa32f2d1e3a70f26fff90 |
40 | 13e6aad6c5cb446cc19390f81855eb9fa031b98ee5ee695baf1b8f654e02e8e1 | 20 | 41 | 62b3060fd464efbf67bfd7d51c11ff96a26cae40fe22de31915bdb85180d4230 | 39 | goal_next_action | scienceworld | false | [
0
] | early | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 495
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:495 | f792cf443a3531bf7a5bc40e884a17ca683dd59764b6a35ea5efc47358cd8e69 |
64 | b03061634edb5c401ce8d5c45c30767e23b3423d649d083f8d9392efd9946266 | 32 | 65 | 31af472c98b74075b61ce6eeeced2415725d2f643f9fc40f50728d8876d548ce | 63 | goal_next_action | scienceworld | false | [
0
] | early | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 127
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:127 | 5617544ccdd9e2ff3013983bd2b928dbcad126d1ed8faab9b3af1f180cf3e112 |
2 | 7affbe6170bd22f374127fb7f15becdb2df8c947c4cfd3cb5adda0cdb58ecf0c | 1 | 3 | 5c14c5a4ddb0c28386b57d5274c0896d777ad018b4cf8034d0b11cf033b2e61f | 1 | goal_next_action | scienceworld | false | [
0
] | early | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-determine-angle",
"variation": 15
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-determine-angle:variation:15 | 17670f59a4cf383f2bc5c0a326069d31c3b0212024fbab76edd103d64455a1b2 |
32 | 00c9ce7af0c08f3211864444f464c8231388b882c0ee27b9fc1392e4b8a960e8 | 16 | 33 | e18afcfe2740ec762484e86ca1121d280a713f7fd44b407d7433163671a8e514 | 31 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "test-conductivity",
"variation": 227
} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity:variation:227 | 0a13b6fdc7598626786938ee523076c2ef1ecc6c98f8ae34870694ebd83f0687 |
126 | 13e6aad6c5cb446cc19390f81855eb9fa031b98ee5ee695baf1b8f654e02e8e1 | 63 | 127 | 34caaa436c748214ae5d21af5228e703301ffaeb9598680f0541393d88e0767a | 125 | goal_next_action | scienceworld | false | [
0
] | early | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 251
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:251 | 555f8e696c559cbd68b2a2c7ce71556bf8b24f1fd935267ab1751ff68ec8b4ab |
78 | 0a636b7844846f5cd766487b8323a38f6b66759d2bd70660f264357cc29d2c03 | 39 | 79 | 80b7db95c8f6690f317b3cafc47b69e054909c2d161849f9e10f6a1db9274497 | 77 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "grow-plant",
"variation": 47
} | train | train | aomt-gemma-world-data-split-v1 | gold:grow-plant:variation:47 | 5ef75a239a30a9a2b9f8cdbb79dbb304b7eb9f55cbcecef3b3fc83db5ddfcbb6 |
126 | 9332f17d4646482f6fa8cdfaa0748edc84e4e6e053ab8a88b86461c28606b42d | 63 | 127 | b33749513547ae27305febfd9cd8768c016c732256ffc6bc150fd428b021346f | 125 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 113
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:113 | 4d7560266bb08fe05edc47ccbf3cf0dbf92e5659690d196564bb516529512693 |
120 | fc105a228a5ea348d6aa210b914614cdd6ef321568b1169033c3eeae450e6cca | 60 | 121 | 05a94c18575aa20a27aff82ca9b1d2bc4eb055797c3bf25099cbaa7f442cad10 | 119 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 573
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:573 | 0c03b10d3a876924e775745b0bde62bca24c8313cf2f7ee629e268c6d0fece95 |
254 | d7992ca4f5f092336dd14ac95864fb4179ed79f8ddaa4ce7747a57a72ca73722 | 127 | 255 | 1c9283fb692c5f377e3934f4611edd2b3fd0fc94382ad754248fd30ce9518c39 | 253 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-determine-angle",
"variation": 74
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-determine-angle:variation:74 | 03c75e85fd5986f99f441788c687bf6d56c8f8f59962ae3be4bcb6990ff3b2a3 |
82 | b03061634edb5c401ce8d5c45c30767e23b3423d649d083f8d9392efd9946266 | 41 | 83 | 1d9f6c0070dede6c7ee57af616ecad84f5b5f6f4547e1e5207e9c0df00182126 | 81 | goal_next_action | scienceworld | false | [
0
] | middle | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 498
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:498 | b4e411dfa795b2874c85bf2ec261cacb3a3299c978fda0aaf6f62147eb426cb9 |
550 | 99d40f20ff395f9c8682829e030f16118a8d83e382f278112dfe0e99d3e3d908 | 275 | 551 | 0a0526ebc837ab75ebfa08ce7260fefc62340b9202dee857092ee7ee7cd1ad52 | 549 | goal_next_action | scienceworld | false | [
0
] | middle | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 356
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:356 | 283935b043bc2397705f7223ac8a997fb28f4a59401d49ebe234fa26a0888c60 |
394 | 13e6aad6c5cb446cc19390f81855eb9fa031b98ee5ee695baf1b8f654e02e8e1 | 197 | 395 | bac45df71681ea1f9226c1822ff01b2164734e199a3bca9bfd06385e251afe6a | 393 | goal_next_action | scienceworld | false | [
0
] | middle | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 286
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:286 | 9c7fe16cb74667a2d801cb736deafa03b608b50b349aa816923166d1f530fc77 |
6 | 51088ac2772cc3bc5498b0891994e91f2caea27c363c07bef7199a401a61cc3f | 3 | 7 | d7d01970a271d0f3fdadad1587be6a688a6af4a0cdb682e308ebc44e0b712352 | 5 | goal_next_action | scienceworld | false | [
0
] | early | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "test-conductivity-of-unknown-substances",
"variation": 14
} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity-of-unknown-substances:variation:14 | e31bd7af089a88ff803359da7f92f32d70c382290b3a67c132e0a25b6c1d54f7 |
200 | 9a630d3231cdd1b850bbb8662c4eed60a4bd74321c9959386f2ed77c3b6b3898 | 100 | 201 | 3e89db7c138472285fa693d8778224b89665a1bd940ec17eae88ce5b69cd3baa | 199 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "mendelian-genetics-unknown-plant",
"variation": 163
} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-unknown-plant:variation:163 | b3d628b0c8f5cf9089ee3e100990a2cdb2f47c5bffc9c06295a11ac11e4a35f7 |
246 | 9d681f15ff42a38e26e0aa3f06e8d21803e29479a9a12d31e1166c43cc38e6a2 | 123 | 247 | 47f65712e8965094ffae11f85555c8e2b3f1d1afdb72069831a38a8ae5037730 | 245 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "mendelian-genetics-unknown-plant",
"variation": 142
} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-unknown-plant:variation:142 | 0b57a6c03e08bc1e4350904cb492d75c632e67459ccf557105f2572c8e162760 |
518 | 7affbe6170bd22f374127fb7f15becdb2df8c947c4cfd3cb5adda0cdb58ecf0c | 259 | 519 | bd3058575b726011888d48ffd2dd365af9faa3e45b48a56ea7ca7c0a293dbc9f | 517 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "mendelian-genetics-unknown-plant",
"variation": 239
} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-unknown-plant:variation:239 | 3846fc17d6202d9096bbe1609934251d2e7d4d63eb3c1e948c02901eaa7c76d0 |
448 | 13e6aad6c5cb446cc19390f81855eb9fa031b98ee5ee695baf1b8f654e02e8e1 | 224 | 449 | ca83f678ffa0d9f9d3d3468bc06279b7a4d4d325939641905bb63ea9a57d0336 | 447 | goal_next_action | scienceworld | false | [
0
] | middle | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 317
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:317 | 3d2197c49e9e7d199b317a7fdef51822ba7b006174e0ebbd9da67a3d7c1ee062 |
12 | 51fd2a8c9b433c38a788591c421bba9e273a13dcc81175807bc7bfd0d020e923 | 6 | 13 | 632382364c7b86a986d047a1a13e961dc66e48f04efdf26cd5da288d54b3ce13 | 11 | goal_next_action | scienceworld | false | [
0
] | early | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "test-conductivity",
"variation": 150
} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity:variation:150 | bac389b464630a6924ba8d7005689c9713168b385a58afd148615ef315ea2188 |
28 | b03061634edb5c401ce8d5c45c30767e23b3423d649d083f8d9392efd9946266 | 14 | 29 | 82f58f0d3fe4a84741168759d79ea5934ee5777738e9818b582ac1a72914cce4 | 27 | goal_next_action | scienceworld | false | [
0
] | early | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 358
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:358 | d490bc8e8892869f7aff2677bc8dec3c166498a633aff8991216f84055f6faa8 |
400 | 13e6aad6c5cb446cc19390f81855eb9fa031b98ee5ee695baf1b8f654e02e8e1 | 200 | 401 | 5f1b573c227a9a136ef6c8253cc8dbb3905657c25ba412f0b6566dadd6669a8e | 399 | goal_next_action | scienceworld | false | [
0
] | middle | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 268
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:268 | bff82464f7c6f8715a62a91fbdb08868058e66c2df5b7557b461d2bb6a727567 |
110 | 26bc7bdf0c1c60ee3b21d3496caa82091692db79ad0aa5042959752de31a6987 | 55 | 111 | 2354d5d24b8db639c130a713caa919e27c8c9ae8f6f04cb6438cef02a8ce762e | 109 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 406
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:406 | 77be1a8bc48635b9a129ebe0a4844d12a4d40531c9b0effd1d2156e1b4834ff1 |
114 | 7dc3031b27b7b5716300eed800a43aa39525bed4c9e356f9c8f20c772262d192 | 57 | 115 | e95748a554e5c2dfbe4a2df430c1698a4ff5b93ee0edf810a8ad3668a46be138 | 113 | goal_next_action | scienceworld | false | [
0
] | late | aomt-gemma-world-model-requests-v1 | {
"simplifications": "",
"simulator": "scienceworld==1.2.3",
"task_name": "inclined-plane-friction-named-surfaces",
"variation": 138
} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:138 | 10dbbc7d7b45fd76ac3579fd70466d5402fe67c33c28a0fbb01bd8d220eed1d6 |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-unknown-plant:variation:101 | 07421206976a87c1db4f082b334bac5d093d7931d86292aa59eefab0610fbb92 |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-known-plant:variation:53 | 0597c738edd683579ff523754262dda974370c2672bfc1f63afdba84c6f79323 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity-of-unknown-substances:variation:193 | 44c8dda6bee052c5e9545c75c6913723de0487734be08c89e5d225cc3c26519a |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-known-plant:variation:33 | 8f1af624b401c564831ea808cb7ab8b31a22bf1d7a73146a9f954dff54ad8d42 |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:275 | cabbcbf0476621f8d71177529de1ac9bc0a29c6957257467ce154415849ca81c |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:measure-melting-point-known-substance:variation:179 | 0acf60b137a0043bfa0535f6bb6451be6bf3793a1f65f0f9f540b878494f0a9f |
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570 | 99d40f20ff395f9c8682829e030f16118a8d83e382f278112dfe0e99d3e3d908 | 285 | 571 | 52498c7face8d4cc6bc72536f5a2becb425c49840a4c6ae0687a390f1fb8d076 | 569 | goal_next_action | scienceworld | false | [
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] | middle | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:225 | ab2f1ee062dad21f881153e822fa808e6ded65f9bc838b319250b55e866bba26 |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:317 | 536a59a0dbe88b1a3bc009f1f1803d74bfe6cb9f9b93a09b78f7971603cc7c55 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:268 | 408f1e0ce1f0cd60582dd28bc53c8bb74748e178b368cf6bdf1698957f964d84 |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:273 | 341e8cd235f6bd3f31e1c01a3b287195b0cb9702444d11e2aeed026f2a71fb4c |
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] | middle | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:grow-fruit:variation:58 | 40c3aa03c8c90eae57cc8f69d687bb1f44d2668dd38a1be93de54f43dc5c71a8 |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:measure-melting-point-unknown-substance:variation:143 | 11516139aa7f7594c9581fc007c3f3a2e97fa84aff1afbae9ece7aa5e16e64d0 |
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] | middle | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-unknown-plant:variation:117 | 749db8f9a0a60284a0c8749c46212d4e01bbc7e29ee21078f60d67f0390967f9 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:287 | 91fc63d714db9fde28beebc88dc3e41102669a656938cb44dd4def112cfbce35 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity:variation:293 | 128387b3cbede514e7413ecf355b9e83f40ed2a6773dc826ee8e78504177206c |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity:variation:372 | f88668030051b739764b229d7416eed08607d89e6e8245341e63e0f14acf644e |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-unknown-plant:variation:186 | 49caed585f7050263e585c9e8dac117ae9dfe550402e99f654f377f894368b40 |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:589 | 75be964e850e5bc11d8d85e430c384ceab250c76d444f96acc07deb2d033a29d |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:299 | f7cad1b3efb6be1ba9e15bf8da5e2022dba27f56eb6b35b259907e20117ce6f9 |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:42 | 7581317faaaf75f58881d56ff67dabde33e6decbbb9cf116817d8497d61c12aa |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:650 | f71b91a67b3f4bbc37365baecf7eeb3a9034cb6520dd08b0f91782c96d02a6a6 |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:416 | eb8afee7bc179289c579aa4a1e4b03cfc7ca13cd5ec47b9c80d00112623ff212 |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:689 | f29852ebb7147a39ef64f05b1f974c9a80fc1201050311ffcdd5a6d321e526a4 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:measure-melting-point-unknown-substance:variation:123 | 0b5d2b9f37f2573af2815963275fd76382f9dd3c56be83246b3c9ead91a003e7 |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity:variation:208 | 391e88a3649fe0028a5feb0dbcc6dc0560b07c9a1ab1bc068d8671787659f7a4 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-unnamed-surfaces:variation:48 | a00e82bdc973eca2f9528f18533e2c8f074b9d3ac7689579f1e0971db5783882 |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-determine-angle:variation:51 | 1cbc2b993d3fb94a6f056a47432acec5605212589a59eac5663ee92735da6e42 |
70 | 5b0e72f4b9f16a3f9c49b52511387f5a1f024c0009c2ad3e00d1c887b4038aca | 35 | 71 | bd4fa491c95ecdcf1c290e2cc9b2160ede26bd2bb0066f1216b7d20fc85f6e10 | 69 | goal_next_action | scienceworld | false | [
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] | middle | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:643 | 51308bbf3e9f4d4b1658abe33429043b017b050c66dc3b184c284b452932c44a |
280 | 99d40f20ff395f9c8682829e030f16118a8d83e382f278112dfe0e99d3e3d908 | 140 | 281 | 305dc733e0aa202f777fbfca7dfb61b5ca52bda778057feb4a0d81e5c9090a2d | 279 | goal_next_action | scienceworld | false | [
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:103 | 709d50f6a0237c8c79c97ddf071b9a594722bb4f35743b0f611d1f82a1a61718 |
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] | middle | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:354 | 216f39195135c7a6fd11b67593f111f4ccb5737756607f06113a2d0ba330e5cc |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity-of-unknown-substances:variation:299 | b686db2db2deab95608e131d112924dae7366d6a109db8dcd939691c74849852 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity-of-unknown-substances:variation:294 | 3c944cd3ba34c5991e62c7bff95c96ea91b0cecc6297918ee0305334acb2115b |
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] | middle | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:493 | 3ce7f545a13d5975ae6ba1e2ee265da00137f96a6b1b46eb2e8960b4f5755712 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:475 | f4ea7a467b6f76d78e199b2dce72d86fdbd60d8cbab0a276d2657e457cb35cb4 |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:grow-plant:variation:40 | 31737942533b7aad8aa4a84368ccd65bcfaa714571979975750eb8e839ecdab8 |
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} | train | train | aomt-gemma-world-data-split-v1 | gold:test-conductivity:variation:17 | 7c3f79e64d433973c1f8143d8b2016c96367793bf8a171b615395ff073878237 |
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] | early | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:inclined-plane-friction-named-surfaces:variation:273 | 63c1573063fbb5f9cce8132a9bdfb3c70cc113235b76cf40f7d56474c2621df7 |
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] | late | aomt-gemma-world-model-requests-v1 | {
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} | train | train | aomt-gemma-world-data-split-v1 | gold:mendelian-genetics-unknown-plant:variation:217 | e8972bec9c4472e204c7f577e1a8bfc2d73ef8b6151ec0f1a281ef3c8b3c3407 |
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] | late | aomt-gemma-world-model-requests-v1 | {
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AOMT World Representation Dataset v3
This release contains trajectory-derived world-representation examples from ScienceWorld and ALFWorld. It combines offline reconstruction views with simulator-materialized alternative-action branches for studying causal, counterfactual, recovery, invariance, and output-format behavior.
Splits
The development pool was split deterministically by whole trajectory, stratified within domain and task family. Related views and simulator branches therefore never cross split boundaries.
| Split | Canonical units | Offline views | Simulator units | Trajectories |
|---|---|---|---|---|
| Train | 138,913 | 69,852 | 69,061 | 5,398 |
| Validation | 17,158 | 8,503 | 8,655 | 674 |
| Test | 17,857 | 8,997 | 8,860 | 679 |
The realized unit ratio is 79.87% / 9.87% / 10.27%. The small deviation from 80/10/10 is caused by keeping complete trajectories together. Auditing found zero trajectory and unit overlap between splits.
Configurations
canonical: one row per usable learning/evaluation unit.offline: views derived directly from recorded trajectories.simulator: counterfactual and recovery views executed in a simulator.quarantine: 772 failed ScienceWorld materializations excluded from every learning and evaluation split.
The simulator configuration contains 207,824 materialized branches. Split and
source hashes, category counts, domain counts, position counts, and task-family
counts are recorded in split-report.json. File hashes are in
checksums.sha256.
Evaluation boundary
Only official source-training trajectories were repartitioned. Pre-existing official validation and test goal-completion episodes were deliberately not mixed into this release's development split; their hashes are recorded in the split report as locked external evaluations.
Intended use and limitations
This dataset is intended for research on text-world representations, structured masking, counterfactual prediction, robustness, and grounded agent post-training. It is not a substitute for interactive simulator evaluation. The quarantine ledger is provenance, not training data. Users must also comply with the licenses and terms of the upstream ScienceWorld and ALFWorld assets.
Version
Dataset release: v3. Split seed: 0. Split schema:
aomt-gemma-world-data-split-v1.
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