Triple

T19943140
Position Surface form Disambiguated ID Type / Status
Subject National Emphasis Programs E479355 entity
Predicate relatedTo P37 FINISHED
Object OSHA Special Emphasis Programs
OSHA Special Emphasis Programs are targeted enforcement and outreach initiatives by the Occupational Safety and Health Administration that focus on specific high-hazard industries, substances, or workplace conditions to reduce injuries and illnesses.
E479355 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: OSHA Special Emphasis Programs | Statement: [National Emphasis Programs, relatedTo, OSHA Special Emphasis Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OSHA Special Emphasis Programs
Context triple: [National Emphasis Programs, relatedTo, OSHA Special Emphasis Programs]
  • A. OSHA whistleblower protection programs
    OSHA whistleblower protection programs are federal initiatives that investigate and protect workers who report safety, health, and other workplace violations from employer retaliation.
  • B. Health Hazard Evaluation Program
    The Health Hazard Evaluation Program is a NIOSH initiative that investigates potential workplace health risks and provides recommendations to improve worker safety and prevent occupational illness.
  • C. Occupational Safety and Health Programs for Federal Employees
    Occupational Safety and Health Programs for Federal Employees is a U.S. executive order–mandated framework that establishes workplace safety and health protections for federal government employees.
  • D. United States occupational safety and health system
    The United States occupational safety and health system is the national framework of laws, agencies, standards, and research programs that work together to prevent work-related injuries, illnesses, and deaths across American workplaces.
  • E. National Emphasis Programs
    National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
  • 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: OSHA Special Emphasis Programs
Triple: [National Emphasis Programs, relatedTo, OSHA Special Emphasis Programs]
Generated description
OSHA Special Emphasis Programs are targeted enforcement and outreach initiatives by the Occupational Safety and Health Administration that focus on specific high-hazard industries, substances, or workplace conditions to reduce injuries and illnesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OSHA Special Emphasis Programs
Target entity description: OSHA Special Emphasis Programs are targeted enforcement and outreach initiatives by the Occupational Safety and Health Administration that focus on specific high-hazard industries, substances, or workplace conditions to reduce injuries and illnesses.
  • A. OSHA whistleblower protection programs
    OSHA whistleblower protection programs are federal initiatives that investigate and protect workers who report safety, health, and other workplace violations from employer retaliation.
  • B. Health Hazard Evaluation Program
    The Health Hazard Evaluation Program is a NIOSH initiative that investigates potential workplace health risks and provides recommendations to improve worker safety and prevent occupational illness.
  • C. Occupational Safety and Health Programs for Federal Employees
    Occupational Safety and Health Programs for Federal Employees is a U.S. executive order–mandated framework that establishes workplace safety and health protections for federal government employees.
  • D. United States occupational safety and health system
    The United States occupational safety and health system is the national framework of laws, agencies, standards, and research programs that work together to prevent work-related injuries, illnesses, and deaths across American workplaces.
  • E. National Emphasis Programs chosen
    National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
  • F. None of above.

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.