Triple

T7018637
Position Surface form Disambiguated ID Type / Status
Subject Herkimer (village) E162759 entity
Predicate hasFireService P8978 FINISHED
Object Herkimer Fire Department
The Herkimer Fire Department is the municipal fire and emergency response agency serving the village of Herkimer in New York.
 E637854 NE FINISHED

How this triple was built (4 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: Herkimer Fire Department | Statement: [Herkimer (village), hasFireService, Herkimer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herkimer Fire Department
Context triple: [Herkimer (village), hasFireService, Herkimer Fire Department]
  • A. Armonk Fire Department
    The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
  • B. Katonah Fire Department
    Katonah Fire Department is a volunteer emergency response organization providing fire protection and rescue services to the Katonah community in New York.
  • C. Ardsley Fire Department
    The Ardsley Fire Department is a local emergency services organization that provides fire protection, rescue, and related public safety services to the village of Ardsley in Westchester County, New York.
  • D. Elmsford Fire Department
    The Elmsford Fire Department is the local firefighting and emergency response agency serving the village of Elmsford in Westchester County, New York.
  • E. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Herkimer Fire Department
Triple: [Herkimer (village), hasFireService, Herkimer Fire Department]
Generated description
The Herkimer Fire Department is the municipal fire and emergency response agency serving the village of Herkimer in New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herkimer Fire Department
Target entity description: The Herkimer Fire Department is the municipal fire and emergency response agency serving the village of Herkimer in New York.
  • A. Armonk Fire Department
    The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
  • B. Katonah Fire Department
    Katonah Fire Department is a volunteer emergency response organization providing fire protection and rescue services to the Katonah community in New York.
  • C. Ardsley Fire Department
    The Ardsley Fire Department is a local emergency services organization that provides fire protection, rescue, and related public safety services to the village of Ardsley in Westchester County, New York.
  • D. Elmsford Fire Department
    The Elmsford Fire Department is the local firefighting and emergency response agency serving the village of Elmsford in Westchester County, New York.
  • E. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • F. None of above. chosen

Provenance (5 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_69c6885a127c8190867b059bdccf13ff completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1e79c108190a507335e9dbf2716 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7884ac340819093e1812738d5e30f completed March 28, 2026, 7:50 a.m.
NEDg Description generation batch_69c788da40bc8190b16be996834d1488 completed March 28, 2026, 7:52 a.m.
NED2 Entity disambiguation (via description) batch_69c7895252e88190b105c3630926dc60 completed March 28, 2026, 7:54 a.m.
Created at: March 27, 2026, 2:34 p.m.