Triple

T3792300
Position Surface form Disambiguated ID Type / Status
Subject Bedford, New York E89681 entity
Predicate hasFireDepartment P464 FINISHED
Object Bedford Hills Fire Department
The Bedford Hills Fire Department is a volunteer emergency services organization providing fire protection and rescue services to the Bedford Hills community in Westchester County, New York.
 E389426 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: Bedford Hills Fire Department | Statement: [Bedford, New York, hasFireDepartment, Bedford Hills Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bedford Hills Fire Department
Context triple: [Bedford, New York, hasFireDepartment, Bedford Hills Fire Department]
  • A. Bedford Fire Department
    The Bedford Fire Department is a local emergency services agency that provides fire protection, rescue operations, and related public safety services to the community of Bedford, 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. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • D. Eastchester Fire District
    Eastchester Fire District is the public fire protection and emergency response agency serving the town of Eastchester in Westchester County, New York.
  • E. 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.
  • 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: Bedford Hills Fire Department
Triple: [Bedford, New York, hasFireDepartment, Bedford Hills Fire Department]
Generated description
The Bedford Hills Fire Department is a volunteer emergency services organization providing fire protection and rescue services to the Bedford Hills community in Westchester County, New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bedford Hills Fire Department
Target entity description: The Bedford Hills Fire Department is a volunteer emergency services organization providing fire protection and rescue services to the Bedford Hills community in Westchester County, New York.
  • A. Bedford Fire Department chosen
    The Bedford Fire Department is a local emergency services agency that provides fire protection, rescue operations, and related public safety services to the community of Bedford, 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. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • D. Eastchester Fire District
    Eastchester Fire District is the public fire protection and emergency response agency serving the town of Eastchester in Westchester County, New York.
  • E. 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.
  • F. None of above.

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_69aed9597d6881909b6ee3b9de859223 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee769d68081908dcdd3d232dbb61c completed March 9, 2026, 3:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb1f7a20819082d2ff104167d98b completed March 14, 2026, 6:07 a.m.
NEDg Description generation batch_69b4fc6683848190a332fcb37df77934 completed March 14, 2026, 6:12 a.m.
NED2 Entity disambiguation (via description) batch_69b4fcc395ec8190a781e982b935c2f6 completed March 14, 2026, 6:14 a.m.
Created at: March 9, 2026, 3:15 p.m.