Triple

T11514337
Position Surface form Disambiguated ID Type / Status
Subject Current Intelligence Bulletins E272992 entity
Predicate relatedTo P37 FINISHED
Object NIOSH Hazard Reviews
NIOSH Hazard Reviews are comprehensive scientific assessments published by the National Institute for Occupational Safety and Health that evaluate specific workplace hazards and provide guidance for protecting worker health and safety.
E930622 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: NIOSH Hazard Reviews | Statement: [Current Intelligence Bulletins, relatedTo, NIOSH Hazard Reviews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NIOSH Hazard Reviews
Context triple: [Current Intelligence Bulletins, relatedTo, NIOSH Hazard Reviews]
  • A. NIOSH Pocket Guide to Chemical Hazards
    The NIOSH Pocket Guide to Chemical Hazards is a widely used reference manual that provides essential safety, exposure, and handling information for numerous workplace chemicals to protect workers’ health.
  • B. Health Hazard Evaluation reports
    Health Hazard Evaluation reports are official NIOSH documents that assess workplace environmental and occupational health conditions and provide recommendations to reduce or eliminate identified hazards.
  • C. 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.
  • D. National Institute for Occupational Safety and Health
    The National Institute for Occupational Safety and Health (NIOSH) is a U.S. federal agency that conducts research and makes recommendations to prevent work-related injuries, illnesses, and deaths across all industries.
  • E. Industrial Poisons in the United States
    "Industrial Poisons in the United States" is a pioneering early 20th-century study of occupational health hazards and toxic exposures in American industry, authored by physician and reformer Alice Hamilton.
  • 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: NIOSH Hazard Reviews
Triple: [Current Intelligence Bulletins, relatedTo, NIOSH Hazard Reviews]
Generated description
NIOSH Hazard Reviews are comprehensive scientific assessments published by the National Institute for Occupational Safety and Health that evaluate specific workplace hazards and provide guidance for protecting worker health and safety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NIOSH Hazard Reviews
Target entity description: NIOSH Hazard Reviews are comprehensive scientific assessments published by the National Institute for Occupational Safety and Health that evaluate specific workplace hazards and provide guidance for protecting worker health and safety.
  • A. NIOSH Pocket Guide to Chemical Hazards
    The NIOSH Pocket Guide to Chemical Hazards is a widely used reference manual that provides essential safety, exposure, and handling information for numerous workplace chemicals to protect workers’ health.
  • B. Health Hazard Evaluation reports
    Health Hazard Evaluation reports are official NIOSH documents that assess workplace environmental and occupational health conditions and provide recommendations to reduce or eliminate identified hazards.
  • C. 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.
  • D. National Institute for Occupational Safety and Health
    The National Institute for Occupational Safety and Health (NIOSH) is a U.S. federal agency that conducts research and makes recommendations to prevent work-related injuries, illnesses, and deaths across all industries.
  • E. Industrial Poisons in the United States
    "Industrial Poisons in the United States" is a pioneering early 20th-century study of occupational health hazards and toxic exposures in American industry, authored by physician and reformer Alice Hamilton.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db8bf9c8190820c289e6b0c3873 completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e625143a608190a1119b30c08df0fd completed April 20, 2026, 1:07 p.m.
NEDg Description generation batch_69e62cf44018819094818f11ac653763 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e674c3a98c8190b32dc6879cb3a5f9 completed April 20, 2026, 6:47 p.m.
Created at: April 8, 2026, 9:36 p.m.