Triple

T4510225
Position Surface form Disambiguated ID Type / Status
Subject Elmsford, New York E102033 entity
Predicate hasEmergencyService P464 FINISHED
Object 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.
 E448434 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: Elmsford Fire Department | Statement: [Elmsford, New York, hasEmergencyService, Elmsford Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elmsford Fire Department
Context triple: [Elmsford, New York, hasEmergencyService, Elmsford 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. 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.
  • C. 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.
  • D. Ossining Volunteer Fire Department
    The Ossining Volunteer Fire Department is a community-based, all-volunteer firefighting and emergency response organization serving the village of Ossining in New York.
  • E. Bound Brook Fire Department
    Bound Brook Fire Department is the municipal fire and rescue agency serving the community of Bound Brook, New Jersey.
  • 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: Elmsford Fire Department
Triple: [Elmsford, New York, hasEmergencyService, Elmsford Fire Department]
Generated description
The Elmsford Fire Department is the local firefighting and emergency response agency serving the village of Elmsford in Westchester County, New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elmsford Fire Department
Target entity description: The Elmsford Fire Department is the local firefighting and emergency response agency serving the village of Elmsford in Westchester County, 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. 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.
  • C. 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.
  • D. Ossining Volunteer Fire Department
    The Ossining Volunteer Fire Department is a community-based, all-volunteer firefighting and emergency response organization serving the village of Ossining in New York.
  • E. Bound Brook Fire Department
    Bound Brook Fire Department is the municipal fire and rescue agency serving the community of Bound Brook, New Jersey.
  • 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_69bd43d6251c81909deecce3e6e9d69c completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5712b9308190876c117b50d12635 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f814dd081908b07ce0c2abee3c1 completed March 20, 2026, 5:10 p.m.
NEDg Description generation batch_69bd84bae7148190ae201ea5257dd43e completed March 20, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69bd857181e4819086b7d0b493fbb9a3 completed March 20, 2026, 5:35 p.m.
Created at: March 20, 2026, 1:01 p.m.