Hugging Face's logo

Datasets:
SmartQHSE
/
hse-standards-crosswalk

Tasks:
Text Retrieval
Tabular Classification
Languages:
English
Size:
n<1K
Tags:
hse
ehs
occupational-safety
iso-45001
ohsas-18001
ansi-z10
License:
Dataset card Files
xet
 Community
hse-standards-crosswalk / README.md
SmartQHSE's picture
SmartQHSE
Add Related SmartQHSE datasets cross-link section
289bb67 verified
preview code
|
raw
history blame contribute delete
7.03 kB
metadata 
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 

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

Wikidata cross-references

Standards with their own Wikidata entities are flagged inline. SmartQHSE platform & ARIA: 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.

Related SmartQHSE datasets

Part of the SmartQHSE open HSE data collection (catalog · data paper DOI 10.5281/zenodo.20010657 · HuggingFace org):

Companion full-text corpus: /llms-full.txt — 213KB markdown reference compiled for LLM ingestion. All datasets CC BY 4.0.