Triple

T3850864
Position Surface form Disambiguated ID Type / Status
Subject National Fire Protection Association standards E85291 entity
Predicate developedBy P73 FINISHED
Object National Fire Protection Association
The National Fire Protection Association is a U.S.-based nonprofit organization that develops and publishes widely adopted codes and standards intended to reduce fire and other hazards to life and property.
E392079 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: National Fire Protection Association | Statement: [National Fire Protection Association standards, developedBy, National Fire Protection Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Fire Protection Association
Context triple: [National Fire Protection Association standards, developedBy, National Fire Protection Association]
  • 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. State Fire Prevention and Building Code Council
    The State Fire Prevention and Building Code Council is a New York State body responsible for developing and updating statewide fire prevention and building construction codes to ensure public safety.
  • C. American National Standards Institute
    The American National Standards Institute (ANSI) is a private, non-profit organization that coordinates the development and use of voluntary consensus standards for products, services, processes, and systems in the United States.
  • D. Alaska Fire Standards Council
    The Alaska Fire Standards Council is a state-level body responsible for establishing and maintaining professional training and certification standards for firefighters and fire service personnel in Alaska.
  • E. National Electrical Manufacturers Association
    The National Electrical Manufacturers Association (NEMA) is a U.S.-based trade association that develops technical standards and represents manufacturers of electrical and medical imaging equipment.
  • 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: National Fire Protection Association
Triple: [National Fire Protection Association standards, developedBy, National Fire Protection Association]
Generated description
The National Fire Protection Association is a U.S.-based nonprofit organization that develops and publishes widely adopted codes and standards intended to reduce fire and other hazards to life and property.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Fire Protection Association
Target entity description: The National Fire Protection Association is a U.S.-based nonprofit organization that develops and publishes widely adopted codes and standards intended to reduce fire and other hazards to life and property.
  • 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. State Fire Prevention and Building Code Council
    The State Fire Prevention and Building Code Council is a New York State body responsible for developing and updating statewide fire prevention and building construction codes to ensure public safety.
  • C. American National Standards Institute
    The American National Standards Institute (ANSI) is a private, non-profit organization that coordinates the development and use of voluntary consensus standards for products, services, processes, and systems in the United States.
  • D. Alaska Fire Standards Council
    The Alaska Fire Standards Council is a state-level body responsible for establishing and maintaining professional training and certification standards for firefighters and fire service personnel in Alaska.
  • E. National Electrical Manufacturers Association
    The National Electrical Manufacturers Association (NEMA) is a U.S.-based trade association that develops technical standards and represents manufacturers of electrical and medical imaging equipment.
  • 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_69aed936de1c81908f91bed80f70abb2 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeebcf67788190975105131baabc4b completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b50419e7a0819087f9bc7fbfec4116 completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b50523dbb08190b1fd089092c1b2a6 completed March 14, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69b50594e4888190b2db45eee2a988a7 completed March 14, 2026, 6:52 a.m.
Created at: March 9, 2026, 3:19 p.m.