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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
id: string
asset: string
tag: string
gold: string
true_mode: string
snapshot: string
provenance: null
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
to
{'id': Value('string'), 'tag': Value('string'), 'gold': Value('string'), 'asset': Value('string'), 'messages': List({'role': Value('string'), 'content': Value('string')}), 'true_mode': Value('string'), 'provenance': Json(decode=True)}
because column names don't match
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 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
id: string
asset: string
tag: string
gold: string
true_mode: string
snapshot: string
provenance: null
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
to
{'id': Value('string'), 'tag': Value('string'), 'gold': Value('string'), 'asset': Value('string'), 'messages': List({'role': Value('string'), 'content': Value('string')}), 'true_mode': Value('string'), 'provenance': Json(decode=True)}
because column names don't match
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 | tag string | gold string | asset string | messages list | true_mode string | provenance unknown |
|---|---|---|---|---|---|---|
t04 | two_channel | diagnose | P-2206 cooling-water pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | cavitation | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t05 | two_channel | diagnose | P-1190 boiler-feed pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | misalignment | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t19 | conflict | watch | P-1560 reflux | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0022 | two_channel | diagnose | K-71040 wet-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | surge | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0023 | two_channel | diagnose | P-27760 slurry pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | impeller wear | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0028 | single_channel | watch | K-37411 booster compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0030 | two_channel | diagnose | K-43122 centrifugal process-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | misalignment | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0038 | two_channel | diagnose | K-58277 oil-flooded screw compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | surge | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0040 | incomplete | watch | K-82550 NH3 compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0041 | two_channel | diagnose | K-69722 instrument-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | surge | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0042 | normal | watch | K-41054 booster compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0065 | two_channel | diagnose | M-54622 crusher motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | misalignment | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0072 | two_channel | diagnose | M-29205 ball-mill motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | overload | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0099 | normal | watch | K-20992 oil-flooded screw compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0107 | adversarial | watch | P-89855 river-water VTP | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0137 | single_channel | watch | K-20022 backup air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0151 | two_channel | diagnose | M-66212 blower motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | bearing wear | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0157 | conflict | watch | P-72198 boiler-feed pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0169 | incomplete | watch | M-48485 kiln ID motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0172 | conflict | watch | M-73585 ID fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0175 | two_channel | diagnose | M-72158 ID fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | overload | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0190 | conflict | watch | K-41673 plant-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0197 | conflict | watch | K-65991 reciprocating compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0201 | normal | watch | P-50761 glycol pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0204 | incomplete | watch | M-85392 agitator motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0216 | normal | watch | K-82547 instrument-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0227 | adversarial | watch | P-48171 API process pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0241 | incomplete | watch | P-80087 jockey pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0245 | single_channel | watch | P-87046 slurry pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0247 | adversarial | watch | P-34807 vacuum pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0273 | two_channel | diagnose | K-65866 instrument-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | bearing wear | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0289 | normal | watch | K-83477 instrument-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0302 | two_channel | diagnose | P-36758 glycol pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | cavitation | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0309 | single_channel | watch | M-85784 blower motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0323 | two_channel | diagnose | M-78827 agitator motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | unbalance | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0327 | two_channel | diagnose | M-76890 fin-fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | bearing wear | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0330 | two_channel | diagnose | M-72539 fin-fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | overload | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0335 | two_channel | diagnose | K-25242 NH3 compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | bearing wear | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0345 | two_channel | diagnose | K-24641 centrifugal process-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | misalignment | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0368 | two_channel | diagnose | M-86674 ID fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | misalignment | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0373 | two_channel | diagnose | K-29582 plant-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | surge | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0375 | single_channel | watch | P-33049 glycol pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0378 | single_channel | watch | K-70263 centrifugal process-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0384 | adversarial | watch | M-44879 hoist motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0391 | normal | watch | P-20436 firewater pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0395 | conflict | watch | K-26836 recycle compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0396 | conflict | watch | P-44688 rundown pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0406 | normal | watch | P-62545 reflux pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0413 | two_channel | diagnose | K-63367 centrifugal process-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | unbalance | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0418 | adversarial | watch | M-79141 extruder motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0424 | adversarial | watch | M-70726 extruder motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0429 | normal | watch | M-48316 conveyor motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0438 | two_channel | diagnose | K-43429 reciprocating compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | lubrication starvation | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0444 | normal | watch | M-40213 mixer motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0447 | adversarial | watch | K-63974 centrifugal process-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0449 | normal | watch | M-36385 conveyor motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0451 | conflict | watch | P-82236 seal-oil pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0453 | two_channel | diagnose | M-34475 blower motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | bearing wear | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0459 | conflict | watch | K-30582 NH3 compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0465 | single_channel | watch | P-41375 reflux pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0500 | conflict | watch | M-81346 ID fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0504 | incomplete | watch | M-77540 kiln ID motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0512 | single_channel | watch | M-48136 agitator motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0517 | single_channel | watch | M-27563 cooling-tower fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0521 | conflict | watch | K-34189 plant-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0524 | adversarial | watch | K-72708 wet-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0541 | adversarial | watch | K-46939 plant-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0547 | conflict | watch | K-74607 instrument-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0550 | normal | watch | M-72533 mill motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0553 | conflict | watch | M-54974 crusher motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0554 | conflict | watch | P-78218 rundown pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0557 | conflict | watch | P-24809 reflux pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0563 | two_channel | diagnose | M-26811 ball-mill motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | overload | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0578 | single_channel | watch | K-42377 plant-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0586 | two_channel | diagnose | K-71703 plant-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | bearing wear | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0587 | normal | watch | P-32429 rundown pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0594 | incomplete | watch | M-46658 ID fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0599 | adversarial | watch | K-88397 recycle compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0601 | normal | watch | K-71242 NH3 compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0605 | adversarial | watch | P-22594 firewater pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0607 | normal | watch | M-41474 cooling-tower fan motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0642 | single_channel | watch | K-29668 wet-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0646 | two_channel | diagnose | P-71231 hot-oil pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | bearing wear | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0647 | incomplete | watch | P-48946 reflux pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0654 | normal | watch | P-68559 slurry pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0660 | incomplete | watch | M-35776 conveyor motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0664 | incomplete | watch | P-76639 acid transfer pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0670 | single_channel | watch | P-74051 firewater pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0673 | two_channel | diagnose | P-76121 river-water VTP | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | cavitation | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0675 | normal | watch | P-28321 jockey pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0679 | incomplete | watch | K-61800 booster compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0681 | two_channel | diagnose | P-69973 rundown pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | cavitation | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0684 | conflict | watch | K-40810 wet-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0688 | single_channel | watch | K-54427 recycle compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0703 | two_channel | diagnose | P-88171 vacuum pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | seal leak | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0704 | two_channel | diagnose | P-57588 river-water VTP | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | cavitation | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0705 | single_channel | watch | K-37656 centrifugal process-gas compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0717 | single_channel | watch | P-52714 BFW pump | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0718 | single_channel | watch | K-82982 instrument-air compressor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
t2-0733 | single_channel | watch | M-38845 ball-mill motor | [
{
"role": "system",
"content": "Behavior Spec: Given a rotating-asset snapshot (vibration, temperature, current, pressure), name a specific failure mode ONLY if at least two independent sensor channels corroborate it. If they do not, output a watch-condition (what is off, what to check next this shift) and ... | null | {
"teacher": "claude-opus-4-6",
"source_file": "data/train_large.jsonl",
"normalization": "deterministic-full-spec-v1",
"preserved": [
"system prompt",
"snapshot",
"gold label"
],
"rewritten": [
"exact mode",
"evidence pair",
"single action"
]
} |
End of preview.
Rotating Equipment Evidence-Gated Diagnosis
Synthetic supervised and evaluation snapshots for a narrow Behavior Spec: name a rotating-equipment failure mode only when two independent evidence channels agree; otherwise return WATCH without naming a mode and provide exactly one non-compound action.
Files
train_strict.jsonl: 2,580 full-Spec compliant SFT rows.train_strict_v2.jsonl: 2,820 rows, adding 240 weak-load and ambient-heat hard negatives.train_strict_v3.jsonl: selected 2,620-row Final dataset, adding 20 examples from each targeted family.final_correction_manifest.json: exact hash and intervention metadata for the selected Final dataset.eval.jsonl: frozen 30-row public evaluation set.curve/: nested, tag-stratified N=353/705/1410/2820 subsets and SHA-256 manifest.
Schema
Training rows contain id, gold, tag, snapshot, and chat messages. Evaluation rows contain the expected mode/evidence metadata used by the deterministic scorer.
Provenance and limitations
All snapshots are synthetic; no plant historian, personal data, or PHI is included. Teacher generations were normalized by deterministic code to satisfy the written Spec. This dataset does not validate physical failure diagnosis and must not be used as a safety controller.
The public eval set is development evidence, not a substitute for the staff-held-out set.
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