Triple

T20096289
Position Surface form Disambiguated ID Type / Status
Subject Brentwood, Pennsylvania E496408 entity
Predicate hasEmergencyServices P464 FINISHED
Object Brentwood Volunteer Fire Company — 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: Brentwood Volunteer Fire Company | Statement: [Brentwood, Pennsylvania, hasEmergencyServices, Brentwood Volunteer Fire Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brentwood Volunteer Fire Company
Context triple: [Brentwood, Pennsylvania, hasEmergencyServices, Brentwood Volunteer Fire Company]
  • A. Pennington Fire Company
    Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
  • B. Millwood Fire Company
    Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
  • C. Belmont Hills Fire Company
    Belmont Hills Fire Company is a local volunteer fire and emergency services organization serving the community of Belmont Hills, Pennsylvania.
  • D. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • E. Oakmont Fire Company
    Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
  • 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: Brentwood Volunteer Fire Company
Target entity description: Brentwood Volunteer Fire Company is a community-based fire and emergency response organization serving the borough of Brentwood in Allegheny County, Pennsylvania.
  • A. Pennington Fire Company
    Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
  • B. Millwood Fire Company
    Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
  • C. Belmont Hills Fire Company
    Belmont Hills Fire Company is a local volunteer fire and emergency services organization serving the community of Belmont Hills, Pennsylvania.
  • D. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • E. Oakmont Fire Company
    Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6666cc02481908780a415b19c05a2 completed April 20, 2026, 5:46 p.m.
Created at: April 11, 2026, 11:25 p.m.