Triple

T22054747
Position Surface form Disambiguated ID Type / Status
Subject City of Guadalupe, California E544976 entity
Predicate hasFireProtection P15826 FINISHED
Object Guadalupe Fire Department — NE NERFINISHED

How this triple was built (3 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: Guadalupe Fire Department | Statement: [City of Guadalupe, California, hasFireProtection, Guadalupe Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guadalupe Fire Department
Context triple: [City of Guadalupe, California, hasFireProtection, Guadalupe Fire Department]
  • A. La Mesa Fire Department
    La Mesa Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the city of La Mesa, California.
  • B. San Benito Fire Department
    The San Benito Fire Department is the municipal agency responsible for providing fire protection, emergency response, and related public safety services to the community of San Benito, Texas.
  • C. Cocopah Fire Department
    The Cocopah Fire Department is the emergency services agency responsible for fire protection and related public safety services within the Cocopah Indian Tribe community in Arizona.
  • D. Los Banos Fire Department
    The Los Banos Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Los Banos, California.
  • E. Jacinto City Fire Department
    The Jacinto City Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Jacinto City, Texas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guadalupe Fire Department
Target entity description: The Guadalupe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Guadalupe, California.
  • A. La Mesa Fire Department
    La Mesa Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the city of La Mesa, California.
  • B. San Benito Fire Department
    The San Benito Fire Department is the municipal agency responsible for providing fire protection, emergency response, and related public safety services to the community of San Benito, Texas.
  • C. Cocopah Fire Department
    The Cocopah Fire Department is the emergency services agency responsible for fire protection and related public safety services within the Cocopah Indian Tribe community in Arizona.
  • D. Los Banos Fire Department
    The Los Banos Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Los Banos, California.
  • E. Jacinto City Fire Department
    The Jacinto City Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Jacinto City, Texas.
  • F. None of above. chosen

Provenance (2 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_69e11e3377c48190890c17407b9527d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1285681848190a0bbe18d504d1f34 completed April 28, 2026, 9:36 p.m.
Created at: April 16, 2026, 8:26 p.m.