Triple

T6574048
Position Surface form Disambiguated ID Type / Status
Subject Lindenhurst E155512 entity
Predicate hasEmergencyService P464 FINISHED
Object Lindenhurst Fire Department
The Lindenhurst Fire Department is the local firefighting and emergency response agency serving the community of Lindenhurst.
 E602292 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: Lindenhurst Fire Department | Statement: [Lindenhurst, hasEmergencyService, Lindenhurst Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lindenhurst Fire Department
Context triple: [Lindenhurst, hasEmergencyService, Lindenhurst Fire Department]
  • A. 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.
  • 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. 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.
  • E. Amityville Fire Department
    The Amityville Fire Department is the local emergency response agency responsible for providing fire protection and related rescue services to the community of Amityville, 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: Lindenhurst Fire Department
Triple: [Lindenhurst, hasEmergencyService, Lindenhurst Fire Department]
Generated description
The Lindenhurst Fire Department is the local firefighting and emergency response agency serving the community of Lindenhurst.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lindenhurst Fire Department
Target entity description: The Lindenhurst Fire Department is the local firefighting and emergency response agency serving the community of Lindenhurst.
  • A. 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.
  • 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. 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.
  • E. Amityville Fire Department
    The Amityville Fire Department is the local emergency response agency responsible for providing fire protection and related rescue services to the community of Amityville, New York.
  • 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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae7134708190a0355519d117ab9c completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb9b0bfc8190b00904547a6178a1 completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd071be4819090d6adf0e27c99d2 completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce04855481908bfca416fda8c218 completed March 27, 2026, 6:35 p.m.
Created at: March 27, 2026, 1:53 p.m.