Triple

T17824533
Position Surface form Disambiguated ID Type / Status
Subject Franklin, Massachusetts E445078 entity
Predicate hasPublicService P6352 FINISHED
Object Franklin Fire Department — NE NERFINISHED

How this triple was built (3 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: Franklin Fire Department | Statement: [Franklin, Massachusetts, hasPublicService, Franklin Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Franklin Fire Department
Context triple: [Franklin, Massachusetts, hasPublicService, Franklin Fire Department]
  • A. Franklin Fire Department
    The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
  • B. Randolph Fire Department
    The Randolph Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical assistance to the town of Randolph, Massachusetts.
  • C. Porter Fire Department
    Porter Fire Department is the local emergency response agency providing fire protection and related services to the community of Porter, Texas.
  • D. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • E. Joshua Fire Department
    Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Franklin Fire Department
Target entity description: The Franklin Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Franklin, Massachusetts.
  • A. Franklin Fire Department
    The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
  • B. Randolph Fire Department
    The Randolph Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical assistance to the town of Randolph, Massachusetts.
  • C. Porter Fire Department
    Porter Fire Department is the local emergency response agency providing fire protection and related services to the community of Porter, Texas.
  • D. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • E. Joshua Fire Department
    Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
  • F. None of above. chosen

Provenance (2 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4891352ac8190ad3d669fea1c9fbb completed April 19, 2026, 7:49 a.m.
Created at: April 10, 2026, 10:15 a.m.