Triple

T19943116
Position Surface form Disambiguated ID Type / Status
Subject National Emphasis Programs E479355 entity
Predicate include P1393 FINISHED
Object process safety management National Emphasis Program
The process safety management National Emphasis Program is an OSHA enforcement initiative focused on reducing catastrophic chemical accidents by intensively inspecting and improving employers’ compliance with process safety management standards.
E1403200 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: process safety management National Emphasis Program | Statement: [National Emphasis Programs, include, process safety management National Emphasis Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: process safety management National Emphasis Program
Context triple: [National Emphasis Programs, include, process safety management National Emphasis Program]
  • A. Control of Major Accident Hazards Regulations
    The Control of Major Accident Hazards Regulations are UK health and safety laws designed to prevent and mitigate large-scale industrial accidents involving dangerous substances at sites such as oil terminals and chemical plants.
  • B. European Union Seveso Directives on major accident hazards
    The European Union Seveso Directives on major accident hazards are a set of EU laws that regulate industrial activities involving dangerous substances to prevent and control serious chemical accidents and protect human health and the environment.
  • C. Pipeline Safety Act
    The Pipeline Safety Act is a U.S. federal law that establishes safety standards and regulatory oversight for the transportation of natural gas and hazardous liquids through pipelines.
  • D. Chemicals Management Plan
    The Chemicals Management Plan is a Canadian federal initiative designed to assess and manage the risks that chemicals pose to human health and the environment through research, regulation, and public communication.
  • E. Spill Prevention, Preparedness, and Response Program (Washington State Department of Ecology)
    The Spill Prevention, Preparedness, and Response Program is a division of Washington State’s Department of Ecology responsible for preventing oil and hazardous material spills and ensuring effective readiness and response to protect the state’s environment and communities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: process safety management National Emphasis Program
Triple: [National Emphasis Programs, include, process safety management National Emphasis Program]
Generated description
The process safety management National Emphasis Program is an OSHA enforcement initiative focused on reducing catastrophic chemical accidents by intensively inspecting and improving employers’ compliance with process safety management standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: process safety management National Emphasis Program
Target entity description: The process safety management National Emphasis Program is an OSHA enforcement initiative focused on reducing catastrophic chemical accidents by intensively inspecting and improving employers’ compliance with process safety management standards.
  • A. Control of Major Accident Hazards Regulations
    The Control of Major Accident Hazards Regulations are UK health and safety laws designed to prevent and mitigate large-scale industrial accidents involving dangerous substances at sites such as oil terminals and chemical plants.
  • B. European Union Seveso Directives on major accident hazards
    The European Union Seveso Directives on major accident hazards are a set of EU laws that regulate industrial activities involving dangerous substances to prevent and control serious chemical accidents and protect human health and the environment.
  • C. Pipeline Safety Act
    The Pipeline Safety Act is a U.S. federal law that establishes safety standards and regulatory oversight for the transportation of natural gas and hazardous liquids through pipelines.
  • D. Chemicals Management Plan
    The Chemicals Management Plan is a Canadian federal initiative designed to assess and manage the risks that chemicals pose to human health and the environment through research, regulation, and public communication.
  • E. Spill Prevention, Preparedness, and Response Program (Washington State Department of Ecology)
    The Spill Prevention, Preparedness, and Response Program is a division of Washington State’s Department of Ecology responsible for preventing oil and hazardous material spills and ensuring effective readiness and response to protect the state’s environment and communities.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e522a17c819095165d4d24939fd8 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65a63f2e48190ba1cb7a4f415e7f6 completed April 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07f6f0c82081908dd0ba4110cec45e completed May 16, 2026, 4:47 a.m.
NEDg Description generation batch_6a07f97b5b94819087241ecc97e6583f completed May 16, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_6a07f9dec2c48190bd18c2f24a87f335 completed May 16, 2026, 5 a.m.
Created at: April 10, 2026, 1:54 p.m.