Datasets:

alirezaaminzadeh
/

permitguard-ptw-samples

license: mit
tags:
  - oil-gas
  - petrochemical
  - hse
  - permit-to-work
  - control-of-work
  - simops
  - risk-classification
  - text-classification
  - persian
  - bilingual
  - synthetic
  - aria-ai
pretty_name: PermitGuard PTW Samples (Synthetic Bilingual)
size_categories:
  - n<1K

PermitGuard — Synthetic Bilingual Permit-to-Work Samples

Part of the Aria AI oil, gas & petrochemical technical-validation portfolio (Aria SafeOps → Control of Work / PTW). Companion model: alirezaaminzadeh/permitguard-risk-classifier and Space: alirezaaminzadeh/permitguard-ptw-risk-classifier.

Data honesty

This corpus is 100% synthetic. There are no real permits, incidents, PII, contractors, or named facilities. Equipment tags such as T-402 / V-101 / P-205B are fictional placeholders reused from the sibling PetroSafe RAG demo unit for portfolio consistency. About 19.2% of permits deliberately mismatch free text vs structured flags (the text claims a precaution that the form did not actually complete, or vice versa) — this is a designed documentation-gap feature, not a generator bug.

Files

File	Rows	Description
`permits.parquet`	620	Structured PTW fields + bilingual free text + rule-derived `risk_level` / `fired_rules`
`simops_pairs.parquet`	260	Balanced conflict / no-conflict pairs (5 SIMOPS rules), with JSON of both permit records
`eval_results.json`	—	Held-out text-classifier metrics + SIMOPS distribution
`benchmark_report.json`	—	Headline KPIs + methodology note
`manifest.json`	—	Split IDs, work types, risk levels

Split: 495 train / 125 test, stratified by risk_level. Non-compliant (at least one risk rule fired): 34.2%.

Model: alirezaaminzadeh/permitguard-risk-classifier
Space: alirezaaminzadeh/permitguard-ptw-risk-classifier
Architectural sibling: ContractGuard (contractguard-clause-analyzer)
Product: aria-ai.ir

MIT · Aria AI Engineering Team

PermitGuard — Synthetic Bilingual Permit-to-Work Samples

Data honesty

Files

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