Triple

T22156152
Position Surface form Disambiguated ID Type / Status
Subject Hampton Township, Pennsylvania E547542 entity
Predicate hasFireDepartment P464 FINISHED
Object Hampton Township Volunteer 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: Hampton Township Volunteer Fire Department | Statement: [Hampton Township, Pennsylvania, hasFireDepartment, Hampton Township Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hampton Township Volunteer Fire Department
Context triple: [Hampton Township, Pennsylvania, hasFireDepartment, Hampton Township Volunteer Fire Department]
  • A. Northampton Township Volunteer Fire Company
    Northampton Township Volunteer Fire Company is a volunteer fire and emergency services organization serving the residents and businesses of Northampton Township in Bucks County, Pennsylvania.
  • B. Hopewell Township Volunteer Fire Department
    Hopewell Township Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving residents of Hopewell Township in Beaver County, Pennsylvania.
  • C. Warren Township Volunteer Fire Department
    The Warren Township Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving Warren Township, New Jersey.
  • D. Hamilton Township Fire Department
    The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
  • E. Pequannock Township Volunteer Fire Department
    The Pequannock Township Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving Pequannock Township, New Jersey.
  • 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: Hampton Township Volunteer Fire Department
Target entity description: The Hampton Township Volunteer Fire Department is a community-based, volunteer-run emergency services organization that provides fire protection and rescue services to Hampton Township, Pennsylvania.
  • A. Northampton Township Volunteer Fire Company
    Northampton Township Volunteer Fire Company is a volunteer fire and emergency services organization serving the residents and businesses of Northampton Township in Bucks County, Pennsylvania.
  • B. Hopewell Township Volunteer Fire Department
    Hopewell Township Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving residents of Hopewell Township in Beaver County, Pennsylvania.
  • C. Warren Township Volunteer Fire Department
    The Warren Township Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving Warren Township, New Jersey.
  • D. Hamilton Township Fire Department
    The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
  • E. Pequannock Township Volunteer Fire Department
    The Pequannock Township Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving Pequannock Township, New Jersey.
  • 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_69e11e3b52088190ad5df386d01eb2fb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12a29eb848190b0531ce7e45b1003 completed April 28, 2026, 9:44 p.m.
Created at: April 16, 2026, 8:33 p.m.