Triple

T17410624
Position Surface form Disambiguated ID Type / Status
Subject City of Gloucester government E423346 entity
Predicate hasDepartment P35 FINISHED
Object Gloucester 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: Gloucester Fire Department | Statement: [City of Gloucester government, hasDepartment, Gloucester Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gloucester Fire Department
Context triple: [City of Gloucester government, hasDepartment, Gloucester Fire Department]
  • A. Gloucestershire Fire and Rescue Service
    Gloucestershire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Gloucestershire in South West England.
  • B. Leicester Fire Department
    The Leicester Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the town of Leicester, Massachusetts.
  • C. Oxford Fire Department
    The Oxford Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Oxford, Ohio.
  • D. Manchester Fire Brigade
    Manchester Fire Brigade was a former local fire and rescue authority that served the Manchester area before being incorporated into the larger Greater Manchester Fire and Rescue Service.
  • E. Pembroke Fire Department
    Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
  • 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: Gloucester Fire Department
Target entity description: The Gloucester Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Gloucester, Massachusetts.
  • A. Gloucestershire Fire and Rescue Service
    Gloucestershire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Gloucestershire in South West England.
  • B. Leicester Fire Department
    The Leicester Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the town of Leicester, Massachusetts.
  • C. Oxford Fire Department
    The Oxford Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Oxford, Ohio.
  • D. Manchester Fire Brigade
    Manchester Fire Brigade was a former local fire and rescue authority that served the Manchester area before being incorporated into the larger Greater Manchester Fire and Rescue Service.
  • E. Pembroke Fire Department
    Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43b0a88e881909b2886bd90c92992 completed April 19, 2026, 2:16 a.m.
Created at: April 10, 2026, 5:46 a.m.