Triple

T8867732
Position Surface form Disambiguated ID Type / Status
Subject Everman, Texas E211060 entity
Predicate hasFireDepartment P464 FINISHED
Object Everman Fire Department
Everman Fire Department is the municipal emergency response agency providing fire protection and related services to the community of Everman, Texas.
E764101 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: Everman Fire Department | Statement: [Everman, Texas, hasFireDepartment, Everman Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Everman Fire Department
Context triple: [Everman, Texas, hasFireDepartment, Everman Fire Department]
  • A. Everman Police Department
    The Everman Police Department is the local law enforcement agency responsible for public safety, crime prevention, and community policing in the city of Everman, Texas.
  • B. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • C. Grandview Fire Department
    The Grandview Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Grandview, Missouri.
  • D. Shoreline Fire Department
    Shoreline Fire Department is the municipal fire and emergency response agency serving the city of Shoreline, Washington.
  • E. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, 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: Everman Fire Department
Triple: [Everman, Texas, hasFireDepartment, Everman Fire Department]
Generated description
Everman Fire Department is the municipal emergency response agency providing fire protection and related services to the community of Everman, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Everman Fire Department
Target entity description: Everman Fire Department is the municipal emergency response agency providing fire protection and related services to the community of Everman, Texas.
  • A. Everman Police Department
    The Everman Police Department is the local law enforcement agency responsible for public safety, crime prevention, and community policing in the city of Everman, Texas.
  • B. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • C. Grandview Fire Department
    The Grandview Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Grandview, Missouri.
  • D. Shoreline Fire Department
    Shoreline Fire Department is the municipal fire and emergency response agency serving the city of Shoreline, Washington.
  • E. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, 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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61241d048190aead14a8f5589856 completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfab9764388190a57ca0c0bb890523 completed April 3, 2026, 11:59 a.m.
NEDg Description generation batch_69cfac9c743c8190a26f753111f07281 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad54cf5c81908558fd4c21f2f3b6 completed April 3, 2026, 12:06 p.m.
Created at: March 30, 2026, 6:51 p.m.