Triple

T17856701
Position Surface form Disambiguated ID Type / Status
Subject Delmar, New York E445955 entity
Predicate hasPublicService P6352 FINISHED
Object Elsmere Fire District
Elsmere Fire District is a local fire protection and emergency response agency serving the community of Delmar in the town of Bethlehem, New York.
 E1292010 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: Elsmere Fire District | Statement: [Delmar, New York, hasPublicService, Elsmere Fire District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elsmere Fire District
Context triple: [Delmar, New York, hasPublicService, Elsmere Fire District]
  • A. Elsmere Fire Company
    Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • B. Middleton Fire District
    Middleton Fire District is the municipal fire and emergency services agency responsible for protecting the community of Middleton, Wisconsin.
  • C. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • D. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • E. BST&G Fire District
    BST&G Fire District is a local fire and emergency medical services agency that provides fire protection and rescue services to Sunbury, Ohio, and surrounding communities.
  • 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: Elsmere Fire District
Triple: [Delmar, New York, hasPublicService, Elsmere Fire District]
Generated description
Elsmere Fire District is a local fire protection and emergency response agency serving the community of Delmar in the town of Bethlehem, New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elsmere Fire District
Target entity description: Elsmere Fire District is a local fire protection and emergency response agency serving the community of Delmar in the town of Bethlehem, New York.
  • A. Elsmere Fire Company
    Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • B. Middleton Fire District
    Middleton Fire District is the municipal fire and emergency services agency responsible for protecting the community of Middleton, Wisconsin.
  • C. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • D. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • E. BST&G Fire District
    BST&G Fire District is a local fire and emergency medical services agency that provides fire protection and rescue services to Sunbury, Ohio, and surrounding communities.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4978bd5e081909e192f6aada5235f completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c62097c8190a52994d2806cb54a completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d0529f081908d5fd390af9d6bb7 completed May 12, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a030dbb23208190bb73c4f9cee76f73 completed May 12, 2026, 11:23 a.m.
Created at: April 10, 2026, 10:17 a.m.