Triple

T20554957
Position Surface form Disambiguated ID Type / Status
Subject Selma, California E504694 entity
Predicate hasFireService P8978 FINISHED
Object 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.
 E1437496 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: Selma Fire Department | Statement: [Selma, California, hasFireService, Selma Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Selma Fire Department
Context triple: [Selma, California, hasFireService, Selma Fire Department]
  • A. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • B. Montgomery Fire Department
    The Montgomery Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Montgomery, Ohio.
  • C. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • D. Marion Fire Department
    The Marion Fire Department is the municipal fire and emergency response agency serving the city of Marion, Arkansas.
  • E. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, 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: Selma Fire Department
Triple: [Selma, California, hasFireService, Selma Fire Department]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Selma Fire Department
Target entity description: 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.
  • A. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • B. Montgomery Fire Department
    The Montgomery Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Montgomery, Ohio.
  • C. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • D. Marion Fire Department
    The Marion Fire Department is the municipal fire and emergency response agency serving the city of Marion, Arkansas.
  • E. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, 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_69e0b4b52c048190952b4d0f430813a3 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5dbe96c8190a278dfefdb4a5c43 completed April 20, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a576d990819099ac2858ea7df968 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a68c08dc8190a09854800df82686 completed May 16, 2026, 5:17 p.m.
NED2 Entity disambiguation (via description) batch_6a08a7331cc88190a9ed6056e5743e69 completed May 16, 2026, 5:19 p.m.
Created at: April 16, 2026, 11:38 a.m.