Triple

T7479194
Position Surface form Disambiguated ID Type / Status
Subject East Farmingdale E176706 entity
Predicate servedByFireDepartment P1294 FINISHED
Object East Farmingdale Volunteer Fire Company
East Farmingdale Volunteer Fire Company is a local volunteer fire department that provides firefighting and emergency response services to the East Farmingdale community.
 E666999 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: East Farmingdale Volunteer Fire Company | Statement: [East Farmingdale, servedByFireDepartment, East Farmingdale Volunteer Fire Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: East Farmingdale Volunteer Fire Company
Context triple: [East Farmingdale, servedByFireDepartment, East Farmingdale Volunteer Fire Company]
  • 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. 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.
  • 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. Lindenhurst Fire Department
    The Lindenhurst Fire Department is the local firefighting and emergency response agency serving the community of Lindenhurst.
  • E. Pound Ridge Volunteer Fire Department
    Pound Ridge Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving the town of Pound Ridge in Westchester County, 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: East Farmingdale Volunteer Fire Company
Triple: [East Farmingdale, servedByFireDepartment, East Farmingdale Volunteer Fire Company]
Generated description
East Farmingdale Volunteer Fire Company is a local volunteer fire department that provides firefighting and emergency response services to the East Farmingdale community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: East Farmingdale Volunteer Fire Company
Target entity description: East Farmingdale Volunteer Fire Company is a local volunteer fire department that provides firefighting and emergency response services to the East Farmingdale community.
  • 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. 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.
  • 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. Lindenhurst Fire Department
    The Lindenhurst Fire Department is the local firefighting and emergency response agency serving the community of Lindenhurst.
  • E. Pound Ridge Volunteer Fire Department
    Pound Ridge Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving the town of Pound Ridge in Westchester County, 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4f13f548190a8cc59165735b30e completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8348e8d108190b77e59e9df336d81 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c836441e3081909671c8c118429eb5 completed March 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69c836c34a488190a84e0136bc02f1cd completed March 28, 2026, 8:14 p.m.
Created at: March 27, 2026, 3:42 p.m.