Triple

T22518590
Position Surface form Disambiguated ID Type / Status
Subject Goose Creek E556712 entity
Predicate hasFireDepartment P464 FINISHED
Object Goose Creek Fire Department
The Goose Creek Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Goose Creek, South Carolina.
 E1539903 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: Goose Creek Fire Department | Statement: [Goose Creek, hasFireDepartment, Goose Creek Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Goose Creek Fire Department
Context triple: [Goose Creek, hasFireDepartment, Goose Creek Fire Department]
  • A. West Columbia Volunteer Fire Department
    West Columbia Volunteer Fire Department is a community-based, volunteer-run fire and emergency response organization serving the city of West Columbia, Texas.
  • B. Wedowee Fire Department
    The Wedowee Fire Department is the local firefighting and emergency response agency serving the town of Wedowee, Alabama.
  • C. Selma Fire Department
    The Selma Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Selma, California.
  • D. Sayre Fire Department
    The Sayre Fire Department is a local municipal fire and emergency response agency serving the community of Sayre.
  • E. Greenville Fire Protection District
    Greenville Fire Protection District is the local fire and emergency response agency serving the community of Greenville, Illinois.
  • 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: Goose Creek Fire Department
Triple: [Goose Creek, hasFireDepartment, Goose Creek Fire Department]
Generated description
The Goose Creek Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Goose Creek, South Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Goose Creek Fire Department
Target entity description: The Goose Creek Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Goose Creek, South Carolina.
  • A. West Columbia Volunteer Fire Department
    West Columbia Volunteer Fire Department is a community-based, volunteer-run fire and emergency response organization serving the city of West Columbia, Texas.
  • B. Wedowee Fire Department
    The Wedowee Fire Department is the local firefighting and emergency response agency serving the town of Wedowee, Alabama.
  • C. Selma Fire Department
    The Selma Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Selma, California.
  • D. Sayre Fire Department
    The Sayre Fire Department is a local municipal fire and emergency response agency serving the community of Sayre.
  • E. Greenville Fire Protection District
    Greenville Fire Protection District is the local fire and emergency response agency serving the community of Greenville, Illinois.
  • 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_69e11e5657e881909f16ca58352c50da completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15e2f5c308190a0e6755a24340917 completed April 29, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b17f152848190b4c8dc77596d625d completed May 18, 2026, 1:45 p.m.
NEDg Description generation batch_6a0b1842c7208190801bce8d6fdb2bca completed May 18, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1910f4a8819081644157406c523f completed May 18, 2026, 1:50 p.m.
Created at: April 16, 2026, 8:50 p.m.