Triple

T1374222
Position Surface form Disambiguated ID Type / Status
Subject University Park E30182 entity
Predicate hasFireDepartment P464 FINISHED
Object University Park Fire Department
The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
 E158174 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: University Park Fire Department | Statement: [University Park, hasFireDepartment, University Park Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University Park Fire Department
Context triple: [University Park, hasFireDepartment, University Park Fire Department]
  • A. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • B. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • C. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • D. Bellevue Fire Department
    The Bellevue Fire Department is a municipal fire and emergency services agency in Washington State that provides fire protection, emergency medical response, and related public safety services to Bellevue and neighboring communities such as Medina.
  • E. Lancaster Fire Department
    The Lancaster Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in Lancaster, Texas.
  • 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: University Park Fire Department
Triple: [University Park, hasFireDepartment, University Park Fire Department]
Generated description
The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University Park Fire Department
Target entity description: The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
  • A. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • B. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • C. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • D. Bellevue Fire Department
    The Bellevue Fire Department is a municipal fire and emergency services agency in Washington State that provides fire protection, emergency medical response, and related public safety services to Bellevue and neighboring communities such as Medina.
  • E. Lancaster Fire Department
    The Lancaster Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in Lancaster, Texas.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2f660888190bc9240e0dc4f0aa3 completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd48397c88190b5be985bf92d47b8 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd4efb73881908dda4973befc6aa5 completed March 8, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69acd56ef0b081909df2efee97a4197c completed March 8, 2026, 1:48 a.m.
Created at: March 1, 2026, 7:57 p.m.