Triple

T16157364
Position Surface form Disambiguated ID Type / Status
Subject National Fire Protection Association E392079 entity
Predicate developsStandard P73 FINISHED
Object NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response
NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response is the widely used "fire diamond" labeling system that quickly communicates the health, flammability, reactivity, and special hazards of chemicals to emergency responders.
E1197316 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: NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response | Statement: [National Fire Protection Association, developsStandard, NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response
Context triple: [National Fire Protection Association, developsStandard, NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response]
  • A. National Fire Protection Association standards
    National Fire Protection Association standards are widely adopted fire and life safety codes and guidelines that establish best practices for fire prevention, protection, and emergency response.
  • B. NFPA 1720 Standard for the Organization and Deployment of Fire Suppression Operations, Emergency Medical Operations, and Special Operations to the Public by Volunteer Fire Departments
    NFPA 1720 is a National Fire Protection Association standard that establishes minimum requirements for staffing, response times, and operational performance for volunteer fire departments providing fire suppression, emergency medical, and special operations services to the public.
  • C. Hazard Ranking System
    The Hazard Ranking System is a scoring tool used by the U.S. Environmental Protection Agency to assess the relative risk of contaminated sites and determine which ones qualify for inclusion on the Superfund National Priorities List.
  • D. 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.
  • E. NFPA 921 Guide for Fire and Explosion Investigations
    NFPA 921 Guide for Fire and Explosion Investigations is a widely recognized, science-based standard that provides systematic methodologies and best practices for conducting origin-and-cause investigations of fires and explosions.
  • 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: NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response
Triple: [National Fire Protection Association, developsStandard, NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response]
Generated description
NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response is the widely used "fire diamond" labeling system that quickly communicates the health, flammability, reactivity, and special hazards of chemicals to emergency responders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response
Target entity description: NFPA 704 Standard System for the Identification of the Hazards of Materials for Emergency Response is the widely used "fire diamond" labeling system that quickly communicates the health, flammability, reactivity, and special hazards of chemicals to emergency responders.
  • A. National Fire Protection Association standards
    National Fire Protection Association standards are widely adopted fire and life safety codes and guidelines that establish best practices for fire prevention, protection, and emergency response.
  • B. NFPA 1720 Standard for the Organization and Deployment of Fire Suppression Operations, Emergency Medical Operations, and Special Operations to the Public by Volunteer Fire Departments
    NFPA 1720 is a National Fire Protection Association standard that establishes minimum requirements for staffing, response times, and operational performance for volunteer fire departments providing fire suppression, emergency medical, and special operations services to the public.
  • C. Hazard Ranking System
    The Hazard Ranking System is a scoring tool used by the U.S. Environmental Protection Agency to assess the relative risk of contaminated sites and determine which ones qualify for inclusion on the Superfund National Priorities List.
  • D. 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.
  • E. NFPA 921 Guide for Fire and Explosion Investigations
    NFPA 921 Guide for Fire and Explosion Investigations is a widely recognized, science-based standard that provides systematic methodologies and best practices for conducting origin-and-cause investigations of fires and explosions.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e5b57a48190b6fe21f1c63e1ba3 completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7b05a588190a44d1c922195a87b completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff87caefc8190836d690dfb2523f9 completed May 10, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fff98b3d7c8190bb284321d17f58e2 completed May 10, 2026, 3:20 a.m.
Created at: April 10, 2026, 5:01 a.m.