Triple

T15809675
Position Surface form Disambiguated ID Type / Status
Subject Chelmsford Fire Department E383311 entity
Predicate follows P134 FINISHED
Object National Fire Protection Association standards E85291 NE FINISHED

How this triple was built (2 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 standards | Statement: [Chelmsford Fire Department, follows, National Fire Protection Association standards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Fire Protection Association standards
Context triple: [Chelmsford Fire Department, follows, National Fire Protection Association standards]
  • A. National Fire Protection Association standards chosen
    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. 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.
  • C. 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.
  • D. ACR-NEMA standard
    The ACR-NEMA standard was an early medical imaging communication protocol developed by the American College of Radiology and the National Electrical Manufacturers Association that laid the groundwork for the later DICOM standard.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b529c6b481909664153ecc381f7c completed April 16, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff999210148190baa6dcb19be3a1d3 completed May 9, 2026, 8:31 p.m.
Created at: April 10, 2026, 4:48 a.m.