| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| size_categories: |
| - n<1K |
| task_categories: |
| - text-retrieval |
| - tabular-classification |
| tags: |
| - hse |
| - ehs |
| - occupational-safety |
| - iso-45001 |
| - ohsas-18001 |
| - ansi-z10 |
| - osha |
| - psm |
| - standards |
| - crosswalk |
| - reference |
| pretty_name: HSE Standards Crosswalk |
| --- |
| |
| # HSE Standards Crosswalk |
|
|
| Crosswalk of **20 HSE topic areas** across major standards families: |
|
|
| | Topic | Primary standard | |
| |---|---| |
| | Occupational health & safety management systems | ISO 45001:2018 | |
| | Environmental management systems | ISO 14001:2015 | |
| | Quality management systems | ISO 9001:2015 | |
| | Risk management | ISO 31000:2018 | |
| | Functional safety | IEC 61508 (parent) / IEC 61511 (process industry) / ISO 26262 (automotive) | |
| | Process safety management | OSHA 29 CFR 1910.119 (US) | |
| | Major accident hazards | IOGP Report 432 | |
| | Asset integrity management | ISO 55001:2014 (Asset Management) | |
| | Hazard and operability study | IEC 61882:2016 | |
| | Personal protective equipment — head protection | ISO 3873:1977 | |
| | Personal protective equipment — eye and face protection | ANSI/ISEA Z87.1-2020 | |
| | Personal protective equipment — fall protection | OSHA 29 CFR 1926 Subpart M / 1910.140 | |
| | Confined space entry | OSHA 29 CFR 1910.146 / 1926 Subpart AA | |
| | Lockout / tagout (energy isolation) | OSHA 29 CFR 1910.147 | |
| | Hearing protection / noise exposure | OSHA 29 CFR 1910.95 (PEL 90 dBA TWA) | |
| | Respiratory protection | ISO 16975 / ISO/DIS 17420 series | |
| | Hazardous chemicals — classification & labelling | OSHA 29 CFR 1910.1200 (HazCom 2024) | |
| | Major accident insurance / workers' compensation | Workers' comp / insurance | |
| | Environmental, social, governance (ESG) reporting | IFRS S1 / S2 (ISSB) | |
| | Greenhouse gas accounting | ISO 14064-1:2018 (Quantification & reporting) | |
|
|
| ## What's in each row |
|
|
| For every topic, you get the **same row indexing the standard across applicable families**: |
|
|
| - ISO international standard |
| - IEC international electrical/instrumentation |
| - ANSI/ASSP US voluntary |
| - AS/NZS Australia/New Zealand |
| - OSHA US federal regulation |
| - EN European harmonised |
| - NIOSH US recommendations |
| - IOGP / API / industry-association |
| - Regional (Seveso/COMAH/CLP/REACH/UN GHS) |
| - Wikidata Q-ID where the standard itself has a Wikidata entity |
|
|
| When a family doesn't have an equivalent, the row reads `null` for that family — explicit gap signal. |
|
|
| ## Use cases for LLMs |
|
|
| > User: "what's the OSHA equivalent of OHSAS 18001?" |
|
|
| This dataset lets a RAG system answer: "OHSAS 18001 was withdrawn in 2021 and replaced by ISO 45001:2018. The closest US voluntary equivalent is ANSI/ASSP Z10.0-2019. OSHA itself does not mandate a management system; the closest enforceable framework is OSHA 29 CFR 1910.119 (Process Safety Management) for hazardous chemicals." |
|
|
| > User: "what standard covers eye protection in Australia?" |
|
|
| Returns the AS/NZS 1337.1 entry alongside the global ANSI/ISEA Z87.1, EN 166, CSA Z94.3 equivalents. |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("SmartQHSE/hse-standards-crosswalk") |
| for row in ds["train"]: |
| print(row["topic"], "→", row.get("iso") or row.get("iec") or row.get("osha")) |
| ``` |
|
|
| ## Companion datasets |
|
|
| - [SmartQHSE/hse-regulators-directory](https://huggingface.co/datasets/SmartQHSE/hse-regulators-directory) — the bodies that publish/enforce these standards |
| - [SmartQHSE/hse-glossary](https://huggingface.co/datasets/SmartQHSE/hse-glossary) — terminology |
| - [SmartQHSE/hse-regulations-changelog](https://huggingface.co/datasets/SmartQHSE/hse-regulations-changelog) — recent changes |
| - [Collection: SmartQHSE Open HSE Data](https://huggingface.co/collections/SmartQHSE/smartqhse-open-hse-data-69f7597712196f8018c2dab5) |
|
|
| ## Wikidata cross-references |
|
|
| Standards with their own Wikidata entities are flagged inline. SmartQHSE platform & ARIA: [Q139714237](https://www.wikidata.org/wiki/Q139714237). |
|
|
| ## Citation |
|
|
| > SmartQHSE Ltd (2026). HSE Standards Crosswalk [dataset]. https://huggingface.co/datasets/SmartQHSE/hse-standards-crosswalk |
|
|
| License: CC BY 4.0. Built by [SmartQHSE](https://www.smartqhse.com). |
|
|
| <!-- crosslink:smartqhse-related-start --> |
|
|
| ## Related SmartQHSE datasets |
|
|
| Part of the SmartQHSE open HSE data collection ([catalog](https://www.smartqhse.com/datasets) · [data paper DOI 10.5281/zenodo.20010657](https://doi.org/10.5281/zenodo.20010657) · [HuggingFace org](https://huggingface.co/SmartQHSE)): |
|
|
| - [`hse-benchmarks-2026`](https://huggingface.co/datasets/SmartQHSE/hse-benchmarks-2026) — TRIR / LTIFR / DART / fatality rates across 15 countries × 20+ industries |
| - [`osha-rates-2026`](https://huggingface.co/datasets/SmartQHSE/osha-rates-2026) — TRIR / DART / fatality rates by NAICS — BLS SOII + CFOI + OSHA ITA |
| - [`hse-qa-corpus`](https://huggingface.co/datasets/SmartQHSE/hse-qa-corpus) — Long-form HSE Q&A pairs for instruction tuning + RAG |
| - [`hse-glossary`](https://huggingface.co/datasets/SmartQHSE/hse-glossary) — Authoritative HSE term definitions (130+ entries) |
| - [`hse-regulations-changelog`](https://huggingface.co/datasets/SmartQHSE/hse-regulations-changelog) — Live-tracked regulatory updates across 25+ jurisdictions |
| - [`major-process-safety-incidents-2026`](https://huggingface.co/datasets/SmartQHSE/major-process-safety-incidents-2026) — Original reference DB — Bhopal, Piper Alpha, Texas City, Deepwater Horizon, Buncefield, Flixborough, Seveso |
| - [`hse-instruction-tuning`](https://huggingface.co/datasets/SmartQHSE/hse-instruction-tuning) — Instruction-tuning pairs for HSE fine-tuning workflows |
| - [`hse-incident-rate-formulas`](https://huggingface.co/datasets/SmartQHSE/hse-incident-rate-formulas) — Authoritative TRIR / LTIFR / DART / EMR formulas with worked examples |
| - [`hse-regulators-directory`](https://huggingface.co/datasets/SmartQHSE/hse-regulators-directory) — 40+ country labour authorities with URLs and primary statutes |
| - [`gcc-heat-illness-regulations-2026`](https://huggingface.co/datasets/SmartQHSE/gcc-heat-illness-regulations-2026) — UAE / KSA / Qatar / Oman / Bahrain / Kuwait summer ban rules + penalties |
| - [`osha-most-cited-standards-2024`](https://huggingface.co/datasets/SmartQHSE/osha-most-cited-standards-2024) — Top 30 cited OSHA standards with focus + penalty range |
| - [`osha-regulated-chemicals-pel-2026`](https://huggingface.co/datasets/SmartQHSE/osha-regulated-chemicals-pel-2026) — Top 30 OSHA-regulated chemicals with PELs + health effects |
| - [`named-process-safety-incidents-extended-2026`](https://huggingface.co/datasets/SmartQHSE/named-process-safety-incidents-extended-2026) — 43-entry extended incident reference 1911–2024 |
| - [`hse-acronym-dictionary-2026`](https://huggingface.co/datasets/SmartQHSE/hse-acronym-dictionary-2026) — 150+ HSE/EHS acronyms with one-line definitions |
|
|
| **Companion full-text corpus**: [/llms-full.txt](https://www.smartqhse.com/llms-full.txt) — 213KB markdown reference compiled for LLM ingestion. All datasets CC BY 4.0. |
|
|
| <!-- crosslink:smartqhse-related-end --> |
|
|
