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The dataset generation failed
Error code: DatasetGenerationError
Exception: ValueError
Message: Expected object or value
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 281, in _generate_tables
examples = [ujson_loads(line) for line in batch.splitlines()]
~~~~~~~~~~~^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/utils/json.py", line 20, in ujson_loads
return pd.io.json.ujson_loads(*args, **kwargs)
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
ValueError: Expected object or value
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.
id string | labels unknown | metadata dict | questions unknown | state dict |
|---|---|---|---|---|
neo-english-synth-0276042 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"browser": 0.96,
"maps": 0.008,
"moderate": 0.008,
"retrieve_memory": 0.008,
"search": 0.008,
"summarize": 0.008
},
"value": "browser"
},
"urgency": {
"ind... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"browser": "Interact with a web page",
"maps": "Find a place or route",
"moderate": "Check content safety",
"retrieve_memory": "Retrieve... | {
"available_tools": [
"browser",
"retrieve_memory",
"summarize",
"search",
"maps",
"moderate"
],
"language": "en",
"text": "Please website the information related to my request."
} |
neo-english-synth-0084550 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"human_review": 0.008,
"image": 0.008,
"maps": 0.96,
"notify": 0.008,
"retrieve_memory": 0.008,
"translate": 0.008
},
"value": "maps"
},
"urgency": {
"inde... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"human_review": "Escalate to a human reviewer",
"image": "Analyze an image",
"maps": "Find a place or route",
"notify": "Send a notifica... | {
"available_tools": [
"maps",
"human_review",
"image",
"retrieve_memory",
"notify",
"translate"
],
"language": "en",
"text": "I need help with a maps task and want the next safe step."
} |
neo-english-synth-0024130 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"browser": 0.008,
"code": 0.008,
"file_read": 0.008,
"maps": 0.96,
"moderate": 0.008,
"retrieve_memory": 0.008
},
"value": "maps"
},
"urgency": {
"index": ... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"browser": "Interact with a web page",
"code": "Write or inspect code",
"file_read": "Read a local file",
"maps": "Find a place or route... | {
"available_tools": [
"maps",
"browser",
"file_read",
"code",
"retrieve_memory",
"moderate"
],
"language": "en",
"text": "I need help with a maps task and want the next safe step."
} |
neo-english-synth-0221917 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"file_read": 0.008,
"file_write": 0.008,
"human_review": 0.008,
"moderate": 0.008,
"retrieve_memory": 0.96,
"search": 0.008
},
"value": "retrieve_memory"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"file_read": "Read a local file",
"file_write": "Write or update a local file",
"human_review": "Escalate to a human reviewer",
"moderat... | {
"available_tools": [
"retrieve_memory",
"file_read",
"moderate",
"search",
"file_write",
"human_review"
],
"language": "en",
"text": "I need help with a retrieve memory task and want the next safe step."
} |
neo-english-synth-0379703 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calendar": 0.008,
"code": 0.96,
"image": 0.008,
"notify": 0.008,
"summarize": 0.008,
"weather": 0.008
},
"value": "code"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calendar": "Create or inspect calendar events",
"code": "Write or inspect code",
"image": "Analyze an image",
"notify": "Send a notific... | {
"available_tools": [
"code",
"image",
"weather",
"calendar",
"notify",
"summarize"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: write or inspect code?"
} |
neo-english-synth-0143018 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"code": 0.008,
"database": 0.008,
"email": 0.008,
"file_write": 0.008,
"notify": 0.96,
"weather": 0.008
},
"value": "notify"
},
"urgency": {
"index": 0,
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"code": "Write or inspect code",
"database": "Query structured records",
"email": "Send or manage email",
"file_write": "Write or update... | {
"available_tools": [
"notify",
"database",
"weather",
"email",
"file_write",
"code"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: send a notification?"
} |
neo-english-synth-0007581 | {
"needs_review": {
"probability": 0.9,
"value": true
},
"next_action": {
"probabilities": {
"browser": 0.008,
"calculator": 0.96,
"classify": 0.008,
"file_write": 0.008,
"moderate": 0.008,
"translate": 0.008
},
"value": "calculator"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"browser": "Interact with a web page",
"calculator": "Perform arithmetic",
"classify": "Classify or label content",
"file_write": "Write... | {
"available_tools": [
"calculator",
"classify",
"moderate",
"translate",
"file_write",
"browser"
],
"language": "en",
"text": "Please calculate the information related to my request."
} |
neo-english-synth-0307797 | {
"needs_review": {
"probability": 0.9,
"value": true
},
"next_action": {
"probabilities": {
"email": 0.008,
"file_read": 0.008,
"human_review": 0.008,
"moderate": 0.008,
"retrieve_memory": 0.96,
"translate": 0.008
},
"value": "retrieve_memory"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"email": "Send or manage email",
"file_read": "Read a local file",
"human_review": "Escalate to a human reviewer",
"moderate": "Check co... | {
"available_tools": [
"retrieve_memory",
"moderate",
"human_review",
"file_read",
"email",
"translate"
],
"language": "en",
"text": "Please memory the information related to my request."
} |
neo-english-synth-0264159 | {
"needs_review": {
"probability": 0.9,
"value": true
},
"next_action": {
"probabilities": {
"audio": 0.008,
"calculator": 0.008,
"human_review": 0.96,
"image": 0.008,
"notify": 0.008,
"retrieve_memory": 0.008
},
"value": "human_review"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"calculator": "Perform arithmetic",
"human_review": "Escalate to a human reviewer",
"image": "An... | {
"available_tools": [
"human_review",
"calculator",
"audio",
"retrieve_memory",
"image",
"notify"
],
"language": "en",
"text": "Please human the information related to my request."
} |
neo-english-synth-0143629 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calculator": 0.008,
"code": 0.008,
"image": 0.008,
"notify": 0.008,
"search": 0.008,
"weather": 0.96
},
"value": "weather"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"code": "Write or inspect code",
"image": "Analyze an image",
"notify": "Send a notification",
... | {
"available_tools": [
"weather",
"search",
"code",
"calculator",
"image",
"notify"
],
"language": "en",
"text": "I need help with a weather task and want the next safe step."
} |
neo-english-synth-0244838 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calendar": 0.008,
"database": 0.008,
"email": 0.008,
"none": 0.96,
"notify": 0.008,
"summarize": 0.008
},
"value": "none"
},
"urgency": {
"index": 0,
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calendar": "Create or inspect calendar events",
"database": "Query structured records",
"email": "Send or manage email",
"none": "No to... | {
"available_tools": [
"notify",
"email",
"summarize",
"database",
"calendar",
"none"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: send a notification?"
} |
neo-english-synth-0030445 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"database": 0.008,
"file_write": 0.96,
"human_review": 0.008,
"maps": 0.008,
"retrieve_memory": 0.008,
"search": 0.008
},
"value": "file_write"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"database": "Query structured records",
"file_write": "Write or update a local file",
"human_review": "Escalate to a human reviewer",
"m... | {
"available_tools": [
"file_write",
"retrieve_memory",
"database",
"human_review",
"maps",
"search"
],
"language": "en",
"text": "I need help with a file write task and want the next safe step."
} |
neo-english-synth-0383607 | {
"needs_review": {
"probability": 0.9,
"value": true
},
"next_action": {
"probabilities": {
"browser": 0.008,
"calendar": 0.008,
"email": 0.96,
"human_review": 0.008,
"translate": 0.008,
"weather": 0.008
},
"value": "email"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"browser": "Interact with a web page",
"calendar": "Create or inspect calendar events",
"email": "Send or manage email",
"human_review":... | {
"available_tools": [
"email",
"human_review",
"browser",
"translate",
"calendar",
"weather"
],
"language": "en",
"text": "Please email the information related to my request."
} |
neo-english-synth-0053288 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calendar": 0.96,
"classify": 0.008,
"email": 0.008,
"human_review": 0.008,
"image": 0.008,
"summarize": 0.008
},
"value": "calendar"
},
"urgency": {
"inde... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calendar": "Create or inspect calendar events",
"classify": "Classify or label content",
"email": "Send or manage email",
"human_review... | {
"available_tools": [
"calendar",
"summarize",
"human_review",
"image",
"email",
"classify"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: create or inspect calendar events?"
} |
neo-english-synth-0396315 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calculator": 0.008,
"classify": 0.96,
"code": 0.008,
"moderate": 0.008,
"notify": 0.008,
"weather": 0.008
},
"value": "classify"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"classify": "Classify or label content",
"code": "Write or inspect code",
"moderate": "Check content... | {
"available_tools": [
"classify",
"weather",
"code",
"calculator",
"notify",
"moderate"
],
"language": "en",
"text": "Please classify the information related to my request."
} |
neo-english-synth-0037211 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calculator": 0.008,
"image": 0.96,
"maps": 0.008,
"search": 0.008,
"summarize": 0.008,
"weather": 0.008
},
"value": "image"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"image": "Analyze an image",
"maps": "Find a place or route",
"search": "Search public information",... | {
"available_tools": [
"image",
"maps",
"search",
"weather",
"calculator",
"summarize"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: analyze an image?"
} |
neo-english-synth-0244981 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"browser": 0.008,
"calculator": 0.008,
"classify": 0.008,
"human_review": 0.008,
"maps": 0.008,
"none": 0.96
},
"value": "none"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"browser": "Interact with a web page",
"calculator": "Perform arithmetic",
"classify": "Classify or label content",
"human_review": "Esc... | {
"available_tools": [
"calculator",
"browser",
"classify",
"human_review",
"maps",
"none"
],
"language": "en",
"text": "I need help with a calculator task and want the next safe step."
} |
neo-english-synth-0021768 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"browser": 0.008,
"calendar": 0.96,
"classify": 0.008,
"database": 0.008,
"email": 0.008,
"search": 0.008
},
"value": "calendar"
},
"urgency": {
"index": 0... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"browser": "Interact with a web page",
"calendar": "Create or inspect calendar events",
"classify": "Classify or label content",
"databa... | {
"available_tools": [
"calendar",
"database",
"browser",
"email",
"classify",
"search"
],
"language": "en",
"text": "Please calendar the information related to my request."
} |
neo-english-synth-0274865 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.008,
"calendar": 0.008,
"database": 0.008,
"file_write": 0.96,
"human_review": 0.008,
"translate": 0.008
},
"value": "file_write"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"calendar": "Create or inspect calendar events",
"database": "Query structured records",
"file_w... | {
"available_tools": [
"file_write",
"audio",
"calendar",
"human_review",
"translate",
"database"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: write or update a local file?"
} |
neo-english-synth-0327550 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calculator": 0.008,
"calendar": 0.008,
"human_review": 0.008,
"maps": 0.96,
"retrieve_memory": 0.008,
"weather": 0.008
},
"value": "maps"
},
"urgency": {
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"calendar": "Create or inspect calendar events",
"human_review": "Escalate to a human reviewer",
"ma... | {
"available_tools": [
"maps",
"retrieve_memory",
"calendar",
"calculator",
"human_review",
"weather"
],
"language": "en",
"text": "I need help with a maps task and want the next safe step."
} |
neo-english-synth-0004433 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"human_review": 0.008,
"image": 0.008,
"maps": 0.008,
"moderate": 0.008,
"none": 0.96,
"translate": 0.008
},
"value": "none"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"human_review": "Escalate to a human reviewer",
"image": "Analyze an image",
"maps": "Find a place or route",
"moderate": "Check content... | {
"available_tools": [
"translate",
"moderate",
"human_review",
"maps",
"image",
"none"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: translate text?"
} |
neo-english-synth-0293396 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"code": 0.008,
"human_review": 0.008,
"maps": 0.008,
"moderate": 0.96,
"notify": 0.008,
"summarize": 0.008
},
"value": "moderate"
},
"urgency": {
"index": ... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"code": "Write or inspect code",
"human_review": "Escalate to a human reviewer",
"maps": "Find a place or route",
"moderate": "Check con... | {
"available_tools": [
"moderate",
"maps",
"summarize",
"code",
"human_review",
"notify"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: check content safety?"
} |
neo-english-synth-0200211 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"classify": 0.008,
"file_read": 0.008,
"image": 0.008,
"maps": 0.008,
"none": 0.96,
"summarize": 0.008
},
"value": "none"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"classify": "Classify or label content",
"file_read": "Read a local file",
"image": "Analyze an image",
"maps": "Find a place or route",... | {
"available_tools": [
"image",
"maps",
"classify",
"summarize",
"file_read",
"none"
],
"language": "en",
"text": "Please image the information related to my request."
} |
neo-english-synth-0100561 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.008,
"calculator": 0.96,
"database": 0.008,
"email": 0.008,
"notify": 0.008,
"weather": 0.008
},
"value": "calculator"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"calculator": "Perform arithmetic",
"database": "Query structured records",
"email": "Send or ma... | {
"available_tools": [
"calculator",
"audio",
"notify",
"database",
"email",
"weather"
],
"language": "en",
"text": "I need help with a calculator task and want the next safe step."
} |
neo-english-synth-0366572 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.96,
"browser": 0.008,
"calculator": 0.008,
"calendar": 0.008,
"email": 0.008,
"summarize": 0.008
},
"value": "audio"
},
"urgency": {
"index": 0,... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"browser": "Interact with a web page",
"calculator": "Perform arithmetic",
"calendar": "Create o... | {
"available_tools": [
"audio",
"browser",
"calculator",
"summarize",
"email",
"calendar"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: transcribe or analyze audio?"
} |
neo-english-synth-0131793 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.008,
"code": 0.008,
"email": 0.008,
"notify": 0.008,
"summarize": 0.008,
"translate": 0.96
},
"value": "translate"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"code": "Write or inspect code",
"email": "Send or manage email",
"notify": "Send a notification... | {
"available_tools": [
"translate",
"summarize",
"code",
"email",
"notify",
"audio"
],
"language": "en",
"text": "Please translate the information related to my request."
} |
neo-english-synth-0327750 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"email": 0.008,
"file_read": 0.008,
"image": 0.008,
"maps": 0.96,
"notify": 0.008,
"summarize": 0.008
},
"value": "maps"
},
"urgency": {
"index": 1,
"v... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"email": "Send or manage email",
"file_read": "Read a local file",
"image": "Analyze an image",
"maps": "Find a place or route",
"... | {
"available_tools": [
"maps",
"notify",
"image",
"email",
"summarize",
"file_read"
],
"language": "en",
"text": "Please map the information related to my request."
} |
neo-english-synth-0023410 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"classify": 0.008,
"database": 0.008,
"file_write": 0.008,
"human_review": 0.008,
"maps": 0.96,
"translate": 0.008
},
"value": "maps"
},
"urgency": {
"inde... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"classify": "Classify or label content",
"database": "Query structured records",
"file_write": "Write or update a local file",
"human_re... | {
"available_tools": [
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"translate",
"file_write",
"classify",
"database",
"human_review"
],
"language": "en",
"text": "I need help with a maps task and want the next safe step."
} |
neo-english-synth-0288950 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
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"file_write": 0.008,
"human_review": 0.008,
"image": 0.008,
"maps": 0.96,
"summarize": 0.008
},
"value": "maps"
},
"urgency": {
"index... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"file_write": "Write or update a local file",
"human_review": "Escalate to a human reviewer",
"image... | {
"available_tools": [
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"human_review",
"file_write",
"calculator",
"summarize",
"image"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: find a place or route?"
} |
neo-english-synth-0201612 | {
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"value": false
},
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"code": 0.008,
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"moderate": 0.008,
"retrieve_memory": 0.008,
"weather": 0.008
},
"value": "audio"
},
"urgency": {
"index... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"code": "Write or inspect code",
"file_write": "Write or update a local file",
"moderate": "Chec... | {
"available_tools": [
"audio",
"moderate",
"code",
"retrieve_memory",
"file_write",
"weather"
],
"language": "en",
"text": "Please audio the information related to my request."
} |
neo-english-synth-0073297 | {
"needs_review": {
"probability": 0.9,
"value": true
},
"next_action": {
"probabilities": {
"calculator": 0.008,
"classify": 0.008,
"email": 0.008,
"file_read": 0.008,
"retrieve_memory": 0.96,
"translate": 0.008
},
"value": "retrieve_memory"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"classify": "Classify or label content",
"email": "Send or manage email",
"file_read": "Read a local... | {
"available_tools": [
"retrieve_memory",
"email",
"file_read",
"translate",
"classify",
"calculator"
],
"language": "en",
"text": "I need help with a retrieve memory task and want the next safe step."
} |
neo-english-synth-0316594 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.008,
"file_write": 0.008,
"image": 0.008,
"moderate": 0.008,
"summarize": 0.96,
"weather": 0.008
},
"value": "summarize"
},
"urgency": {
"index"... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"file_write": "Write or update a local file",
"image": "Analyze an image",
"moderate": "Check co... | {
"available_tools": [
"summarize",
"moderate",
"file_write",
"audio",
"weather",
"image"
],
"language": "en",
"text": "I need help with a summarize task and want the next safe step."
} |
neo-english-synth-0005668 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calendar": 0.96,
"database": 0.008,
"retrieve_memory": 0.008,
"summarize": 0.008,
"translate": 0.008,
"weather": 0.008
},
"value": "calendar"
},
"urgency": {
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calendar": "Create or inspect calendar events",
"database": "Query structured records",
"retrieve_memory": "Retrieve relevant saved context",... | {
"available_tools": [
"calendar",
"translate",
"summarize",
"retrieve_memory",
"weather",
"database"
],
"language": "en",
"text": "I need help with a calendar task and want the next safe step."
} |
neo-english-synth-0152436 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
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"browser": 0.008,
"calendar": 0.008,
"classify": 0.008,
"moderate": 0.96,
"weather": 0.008
},
"value": "moderate"
},
"urgency": {
"index": ... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"browser": "Interact with a web page",
"calendar": "Create or inspect calendar events",
"classif... | {
"available_tools": [
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"browser",
"audio",
"classify",
"calendar",
"weather"
],
"language": "en",
"text": "Please safe the information related to my request."
} |
neo-english-synth-0017205 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
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"calculator": 0.008,
"database": 0.008,
"file_read": 0.008,
"file_write": 0.96,
"translate": 0.008
},
"value": "file_write"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"calculator": "Perform arithmetic",
"database": "Query structured records",
"file_read": "Read a... | {
"available_tools": [
"file_write",
"calculator",
"file_read",
"database",
"translate",
"audio"
],
"language": "en",
"text": "Please save the information related to my request."
} |
neo-english-synth-0376377 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
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"notify": 0.008,
"retrieve_memory": 0.96,
"search": 0.008,
"summarize": 0.008,
"weather": 0.008
},
"value": "retrieve_memory"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"human_review": "Escalate to a human reviewer",
"notify": "Send a notification",
"retrieve_memory": "Retrieve relevant saved context",
"... | {
"available_tools": [
"retrieve_memory",
"notify",
"human_review",
"search",
"weather",
"summarize"
],
"language": "en",
"text": "Please memory the information related to my request."
} |
neo-english-synth-0365277 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
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"calendar": 0.008,
"classify": 0.008,
"none": 0.96,
"retrieve_memory": 0.008,
"weather": 0.008
},
"value": "none"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"calendar": "Create or inspect calendar events",
"classify": "Classify or label content",
"none": "N... | {
"available_tools": [
"retrieve_memory",
"calculator",
"weather",
"calendar",
"classify",
"none"
],
"language": "en",
"text": "Please memory the information related to my request."
} |
neo-english-synth-0328686 | {
"needs_review": {
"probability": 0.9,
"value": true
},
"next_action": {
"probabilities": {
"classify": 0.036000000000000004,
"database": 0.8200000000000001,
"file_write": 0.036000000000000004,
"image": 0.036000000000000004,
"moderate": 0.036000000000000004,
"summa... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"classify": "Classify or label content",
"database": "Query structured records",
"file_write": "Write or update a local file",
"image": ... | {
"available_tools": [
"database",
"summarize",
"file_write",
"classify",
"image",
"moderate"
],
"language": "en",
"text": "Please database the information related to my request. Do not take an external action yet."
} |
neo-english-synth-0349259 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
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"classify": 0.008,
"email": 0.008,
"human_review": 0.96,
"retrieve_memory": 0.008,
"search": 0.008
},
"value": "human_review"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"browser": "Interact with a web page",
"classify": "Classify or label content",
"email": "Send or manage email",
"human_review": "Escala... | {
"available_tools": [
"human_review",
"retrieve_memory",
"browser",
"email",
"classify",
"search"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: escalate to a human reviewer?"
} |
neo-english-synth-0100670 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"browser": 0.008,
"classify": 0.008,
"code": 0.008,
"database": 0.008,
"maps": 0.96,
"retrieve_memory": 0.008
},
"value": "maps"
},
"urgency": {
"index": 1... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"browser": "Interact with a web page",
"classify": "Classify or label content",
"code": "Write or inspect code",
"database": "Query stru... | {
"available_tools": [
"maps",
"browser",
"code",
"classify",
"database",
"retrieve_memory"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: find a place or route?"
} |
neo-english-synth-0316260 | {
"needs_review": {
"probability": 0.9,
"value": true
},
"next_action": {
"probabilities": {
"audio": 0.008,
"calendar": 0.008,
"classify": 0.008,
"image": 0.008,
"retrieve_memory": 0.008,
"search": 0.96
},
"value": "search"
},
"urgency": {
"index": ... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"calendar": "Create or inspect calendar events",
"classify": "Classify or label content",
"image... | {
"available_tools": [
"search",
"retrieve_memory",
"calendar",
"audio",
"classify",
"image"
],
"language": "en",
"text": "Please search the information related to my request."
} |
neo-english-synth-0396178 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.008,
"classify": 0.008,
"file_write": 0.008,
"notify": 0.96,
"search": 0.008,
"weather": 0.008
},
"value": "notify"
},
"urgency": {
"index": 0,
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"classify": "Classify or label content",
"file_write": "Write or update a local file",
"notify":... | {
"available_tools": [
"notify",
"classify",
"file_write",
"search",
"audio",
"weather"
],
"language": "en",
"text": "I need help with a notify task and want the next safe step."
} |
neo-english-synth-0036359 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calendar": 0.008,
"email": 0.008,
"human_review": 0.96,
"image": 0.008,
"retrieve_memory": 0.008,
"translate": 0.008
},
"value": "human_review"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calendar": "Create or inspect calendar events",
"email": "Send or manage email",
"human_review": "Escalate to a human reviewer",
"image... | {
"available_tools": [
"human_review",
"image",
"retrieve_memory",
"translate",
"calendar",
"email"
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"language": "en",
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"instructions": "Is human review needed before taking the next action?",
"type": "noul"
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"browser",
"maps"
],
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} |
neo-english-synth-0266244 | {
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"summarize",
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"classify",
"email",
"none"
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"language": "en",
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} |
neo-english-synth-0008397 | {
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},
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} | {
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"browser": "Interact with a web page",
"calendar": "Create or inspect calendar events",
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"maps",
"file_read",
"file_write",
"browser",
"calendar"
],
"language": "en",
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} |
neo-english-synth-0091367 | {
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},
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}
} | {
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} |
neo-english-synth-0293747 | {
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},
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"value": "email"
}
} | {
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} | {
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"browser": "Interact with a web page",
"email": "Send or manage email",
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"search",
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"image",
"audio"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: send or manage email?"
} |
neo-english-synth-0240572 | {
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},
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... | {
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} | {
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"code": "Write or inspect code",
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"database"
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"language": "en",
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} |
neo-english-synth-0071766 | {
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},
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"urgency": {
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
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"split": "train"
} | {
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"type": "noul"
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"retrieve_me... | {
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"language": "en",
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} |
neo-english-synth-0172826 | {
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"index": 0... | {
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"seed": 20261003,
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} | {
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} |
neo-english-synth-0027270 | {
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},
"urgency": {
"index": ... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
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"instructions": "Is human review needed before taking the next action?",
"type": "noul"
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"criteria": {
"calendar": "Create or inspect calendar events",
"email": "Send or manage email",
"file_write": "Write or update a local file",
"image":... | {
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"email",
"retrieve_memory",
"file_write",
"calendar",
"image"
],
"language": "en",
"text": "Please map the information related to my request."
} |
neo-english-synth-0355775 | {
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}
} | {
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} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"calendar": "Create or inspect calendar events",
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"email": "... | {
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"calendar",
"file_read",
"calculator",
"email",
"translate"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: classify or label content?"
} |
neo-english-synth-0262300 | {
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"search": 0.96,
"weather": 0.008
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"value": "search"
},
"urgency": {
"index": 1,
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
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"code": "Write or inspect code",
"human_review": "Escalate to a human reviewer",
"maps": "Find ... | {
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"human_review",
"code",
"classify",
"weather",
"maps"
],
"language": "en",
"text": "I need help with a search task and want the next safe step."
} |
neo-english-synth-0182815 | {
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"next_action": {
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"value": "classify"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
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"type": "noul"
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"next_action": {
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"classify": "Classify or label content",
"email": "Send or manage email",
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"email",
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"file_write"
],
"language": "en",
"text": "I need help with a classify task and want the next safe step."
} |
neo-english-synth-0099933 | {
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"translate": 0.96,
"weather": 0.008
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"value": "translate"
}
} | {
"generator": "neo-english-synthetic-v1",
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"split": "train"
} | {
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"type": "noul"
},
"next_action": {
"criteria": {
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"human_review": "Escalate to a human reviewer",
"maps": "Find a place or route",
"moderate": "Ch... | {
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"database",
"maps",
"moderate",
"weather"
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"language": "en",
"text": "Please translate the information related to my request."
} |
neo-english-synth-0043811 | {
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"value": false
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"value": "image"
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} | {
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"seed": 20261003,
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} | {
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"file_write": "Write or update a local file",
"image": "Analyze an image",
"maps": "Find a place or ro... | {
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"file_read"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: analyze an image?"
} |
neo-english-synth-0190780 | {
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"value": false
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"summarize": 0.008
},
"value": "search"
},
"urgency": {
"index": 1,
"... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"browser": "Interact with a web page",
"maps": "Find a place or route",
"notify": "Send a notifi... | {
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"audio",
"maps",
"browser",
"summarize",
"notify"
],
"language": "en",
"text": "I need help with a search task and want the next safe step."
} |
neo-english-synth-0176564 | {
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"value": false
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"search": 0.008,
"summarize": 0.008
},
"value": "file_read"
},
"urgency": {
"index... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
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} | {
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"instructions": "Is human review needed before taking the next action?",
"type": "noul"
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"calendar": "Create or inspect calendar events",
"classify": "Classify or label content",
"file_... | {
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"audio",
"classify",
"summarize",
"calendar"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: read a local file?"
} |
neo-english-synth-0165670 | {
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"value": false
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"value": "maps"
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"urgency": {
"index... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
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} | {
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"instructions": "Is human review needed before taking the next action?",
"type": "noul"
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"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"calendar": "Create or inspect calendar events",
"maps": "Find a place or route",
"retrieve_memo... | {
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"retrieve_memory",
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"language": "en",
"text": "I need help with a maps task and want the next safe step."
} |
neo-english-synth-0112263 | {
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"database": 0.008,
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"translate": 0.008,
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"value": "code"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
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"code": "Write or inspect code",
"database": "Query structured records",
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"database",
"audio",
"file_read",
"weather"
],
"language": "en",
"text": "Please code the information related to my request."
} |
neo-english-synth-0027179 | {
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"value": false
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"value": "human_review"
}
} | {
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} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
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"calendar": "Create or inspect calendar events",
"file_read": "Read a local file",
"human_review": "Escalate to a human reviewer",
"sear... | {
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"summarize",
"search",
"calendar"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: escalate to a human reviewer?"
} |
neo-english-synth-0179117 | {
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"value": false
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"next_action": {
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"moderate": 0.008,
"retrieve_memory": 0.96
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"value": "retrieve_memory"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
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"next_action": {
"criteria": {
"code": "Write or inspect code",
"database": "Query structured records",
"file_write": "Write or update a local file",
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"available_tools": [
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"file_write",
"moderate",
"code"
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"language": "en",
"text": "Can you handle this request using the appropriate capability: retrieve relevant saved context?"
} |
neo-english-synth-0184609 | {
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"value": false
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"next_action": {
"probabilities": {
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"image": 0.008,
"retrieve_memory": 0.008,
"summarize": 0.008,
"weather": 0.96
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"value": "weather"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
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"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"database": "Query structured records",
"image": "Analyze an image",
"retrieve_memory": "Retriev... | {
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"audio",
"database",
"image",
"retrieve_memory"
],
"language": "en",
"text": "I need help with a weather task and want the next safe step."
} |
neo-english-synth-0250276 | {
"needs_review": {
"probability": 0.06,
"value": false
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"next_action": {
"probabilities": {
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"email": 0.008,
"file_read": 0.008,
"image": 0.008,
"moderate": 0.96,
"weather": 0.008
},
"value": "moderate"
},
"urgency": {
"index": 2... | {
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"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
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"next_action": {
"criteria": {
"calendar": "Create or inspect calendar events",
"email": "Send or manage email",
"file_read": "Read a local file",
"image": "Analyze an... | {
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"file_read",
"weather",
"email",
"image",
"calendar"
],
"language": "en",
"text": "I need help with a moderate task and want the next safe step."
} |
neo-english-synth-0320943 | {
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"value": "code"
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} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
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"next_action": {
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"database": "Query structured records",
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"moderate": "Check content sa... | {
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"code",
"database",
"file_read",
"notify",
"moderate",
"retrieve_memory"
],
"language": "en",
"text": "Please code the information related to my request. The request is ambiguous; ask for clarification if needed. Do not take an external action yet."
} |
neo-english-synth-0247210 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calendar": 0.008,
"email": 0.008,
"image": 0.008,
"maps": 0.96,
"retrieve_memory": 0.008,
"weather": 0.008
},
"value": "maps"
},
"urgency": {
"index": 1,
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calendar": "Create or inspect calendar events",
"email": "Send or manage email",
"image": "Analyze an image",
"maps": "Find a place or ... | {
"available_tools": [
"maps",
"weather",
"calendar",
"retrieve_memory",
"email",
"image"
],
"language": "en",
"text": "I need help with a maps task and want the next safe step."
} |
neo-english-synth-0370942 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.008,
"browser": 0.008,
"calendar": 0.008,
"none": 0.96,
"notify": 0.008,
"weather": 0.008
},
"value": "none"
},
"urgency": {
"index": 2,
"va... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"browser": "Interact with a web page",
"calendar": "Create or inspect calendar events",
"none": ... | {
"available_tools": [
"browser",
"notify",
"weather",
"calendar",
"audio",
"none"
],
"language": "en",
"text": "I need help with a browser task and want the next safe step."
} |
neo-english-synth-0338510 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"email": 0.008,
"human_review": 0.008,
"maps": 0.96,
"notify": 0.008,
"retrieve_memory": 0.008,
"summarize": 0.008
},
"value": "maps"
},
"urgency": {
"inde... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"email": "Send or manage email",
"human_review": "Escalate to a human reviewer",
"maps": "Find a place or route",
"notify": "Send a noti... | {
"available_tools": [
"maps",
"summarize",
"notify",
"human_review",
"email",
"retrieve_memory"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: find a place or route?"
} |
neo-english-synth-0344285 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.008,
"calculator": 0.008,
"database": 0.008,
"file_write": 0.96,
"image": 0.008,
"notify": 0.008
},
"value": "file_write"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"calculator": "Perform arithmetic",
"database": "Query structured records",
"file_write": "Write... | {
"available_tools": [
"file_write",
"audio",
"image",
"notify",
"database",
"calculator"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: write or update a local file?"
} |
neo-english-synth-0282282 | {
"needs_review": {
"probability": 0.9,
"value": true
},
"next_action": {
"probabilities": {
"audio": 0.008,
"browser": 0.008,
"calculator": 0.008,
"code": 0.008,
"none": 0.96,
"translate": 0.008
},
"value": "none"
},
"urgency": {
"index": 2,
"va... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"browser": "Interact with a web page",
"calculator": "Perform arithmetic",
"code": "Write or ins... | {
"available_tools": [
"browser",
"calculator",
"audio",
"code",
"translate",
"none"
],
"language": "en",
"text": "Please website the information related to my request."
} |
neo-english-synth-0361232 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.96,
"calendar": 0.008,
"classify": 0.008,
"human_review": 0.008,
"moderate": 0.008,
"retrieve_memory": 0.008
},
"value": "audio"
},
"urgency": {
... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"calendar": "Create or inspect calendar events",
"classify": "Classify or label content",
"human... | {
"available_tools": [
"audio",
"moderate",
"retrieve_memory",
"calendar",
"human_review",
"classify"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: transcribe or analyze audio?"
} |
neo-english-synth-0380705 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calculator": 0.008,
"email": 0.008,
"file_write": 0.96,
"moderate": 0.008,
"summarize": 0.008,
"weather": 0.008
},
"value": "file_write"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"email": "Send or manage email",
"file_write": "Write or update a local file",
"moderate": "Check co... | {
"available_tools": [
"file_write",
"moderate",
"summarize",
"calculator",
"weather",
"email"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: write or update a local file?"
} |
neo-english-synth-0330380 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calculator": 0.008,
"database": 0.008,
"file_write": 0.008,
"image": 0.008,
"moderate": 0.008,
"search": 0.96
},
"value": "search"
},
"urgency": {
"index"... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calculator": "Perform arithmetic",
"database": "Query structured records",
"file_write": "Write or update a local file",
"image": "Anal... | {
"available_tools": [
"search",
"image",
"calculator",
"moderate",
"file_write",
"database"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: search public information?"
} |
neo-english-synth-0340007 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"audio": 0.008,
"browser": 0.008,
"code": 0.008,
"email": 0.96,
"file_write": 0.008,
"human_review": 0.008
},
"value": "email"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"audio": "Transcribe or analyze audio",
"browser": "Interact with a web page",
"code": "Write or inspect code",
"email": "Send or manage... | {
"available_tools": [
"email",
"browser",
"file_write",
"audio",
"code",
"human_review"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: send or manage email?"
} |
neo-english-synth-0010685 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"database": 0.008,
"email": 0.008,
"file_write": 0.96,
"maps": 0.008,
"notify": 0.008,
"retrieve_memory": 0.008
},
"value": "file_write"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"database": "Query structured records",
"email": "Send or manage email",
"file_write": "Write or update a local file",
"maps": "Find a p... | {
"available_tools": [
"file_write",
"retrieve_memory",
"notify",
"database",
"maps",
"email"
],
"language": "en",
"text": "Can you handle this request using the appropriate capability: write or update a local file?"
} |
neo-english-synth-0179913 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"classify": 0.008,
"database": 0.008,
"moderate": 0.008,
"retrieve_memory": 0.008,
"translate": 0.96,
"weather": 0.008
},
"value": "translate"
}
} | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"classify": "Classify or label content",
"database": "Query structured records",
"moderate": "Check content safety",
"retrieve_memory": ... | {
"available_tools": [
"translate",
"weather",
"classify",
"database",
"moderate",
"retrieve_memory"
],
"language": "en",
"text": "Please translate the information related to my request."
} |
neo-english-synth-0298744 | {
"needs_review": {
"probability": 0.06,
"value": false
},
"next_action": {
"probabilities": {
"calendar": 0.008,
"email": 0.008,
"file_read": 0.96,
"image": 0.008,
"notify": 0.008,
"weather": 0.008
},
"value": "file_read"
},
"urgency": {
"index": 0,... | {
"generator": "neo-english-synthetic-v1",
"seed": 20261003,
"source": "generated",
"split": "train"
} | {
"needs_review": {
"instructions": "Is human review needed before taking the next action?",
"type": "noul"
},
"next_action": {
"criteria": {
"calendar": "Create or inspect calendar events",
"email": "Send or manage email",
"file_read": "Read a local file",
"image": "Analyze an... | {
"available_tools": [
"file_read",
"email",
"image",
"weather",
"calendar",
"notify"
],
"language": "en",
"text": "I need help with a file read task and want the next safe step."
} |
End of preview.
NEO - Decision Model Dataset
TokenAI is a non-profit startup founded in 2025 by Assem Sabry, based in Alexandria, Egypt. The dataset, model, source code, documentation, and related materials are owned by TokenAI. Contact: info@tokenai.llc · https://tokenai.llc
Canonical reference: tokenaii/Neo — https://huggingface.co/tokenaii/Neo
Complete source repository: github.com/tokenaii/Neo. It contains the complete project source code, training code, synthetic-data generation code, evaluation and benchmark scripts, configurations, examples, documentation, licenses, and reproducibility materials. This repository contains the dataset files, manifest, provenance information, and dataset legal notices.
Synthetic, schema-driven decision records for training and evaluating Neo, a System One decision model.
The associated Neo checkpoint contains exactly 41,391,654 trainable parameters
(approximately 41.4 million), as verified from the published model.safetensors
metadata and the model architecture.
Contents
- 1,000,000 individual decisions.
- 400,000 state records.
choice,score, andnoulquestions.- English-only state text, questions, labels, and tool descriptions.
- Tool routing, urgency, human-review, ambiguity, distractor tools, option permutations, and unknowable cases.
Provenance
The records are generated by the neo-synthetic generator in the Neo repository. No rows from public datasets are copied into the generated corpus. Public datasets are used only for schema design, sanity checks, or separately documented evaluation.
Generator: neo-english-synthetic.
Generator seed: 20261003.
The complete source file used by training has SHA-256
3eff0bcf1ced0e748698fefefcf8069d2cc997888d7568fddb5ccd6a1a651c50.
The four files under data/ are a byte-preserving concatenation of that
training source.
Splits
train: 799,882 decisionscalibration: 100,138 decisionstest: 99,980 decisions
The calibration split is reserved for probability calibration. The test split is reserved for final evaluation and must not be used for fitting.
Intended use and limitations
This dataset is a research corpus for typed decision models. It is not a substitute for domain-specific validation, human review, or safety testing. Synthetic distributions can contain template artifacts and must not be treated as real user behavior.
Identity and license
This dataset must remain identified as the TokenAI Neo Decision Model Dataset and must
retain the canonical reference tokenaii/Neo. Rebranding, renaming,
white-labeling, redistributing, rehosting, or publishing it under another
identity is prohibited. The dataset must not be used without preserving its
reference and provenance. See the dataset license
and the ownership notice.
Commercial, monetized, paid, sponsored, advertising-supported, production,
client, resale, or financially beneficial use is forbidden. Any model or
experiment trained with this dataset must clearly state that it used
tokenaii/Neo-dataset.
Third-party datasets referenced by the project are not included in this release and retain their own terms.
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