Triple

T21657789
Position Surface form Disambiguated ID Type / Status
Subject Cerritos, California E534510 entity
Predicate hasFireServicesProvidedBy P62810 FINISHED
Object Los Angeles County Fire Department — NE NERFINISHED

How this triple was built (2 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: Los Angeles County Fire Department | Statement: [Cerritos, California, hasFireServicesProvidedBy, Los Angeles County Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Los Angeles County Fire Department
Context triple: [Cerritos, California, hasFireServicesProvidedBy, Los Angeles County Fire Department]
  • A. Los Angeles County Fire Department chosen
    The Los Angeles County Fire Department is a major public safety agency that provides fire protection, emergency medical services, and rescue operations across numerous communities throughout Los Angeles County.
  • B. Los Angeles Fire Department
    The Los Angeles Fire Department is the city’s public safety agency responsible for fire protection, emergency medical services, and disaster response across Los Angeles.
  • C. San Diego Fire-Rescue Department
    The San Diego Fire-Rescue Department is the municipal agency responsible for fire protection, emergency medical services, and rescue operations throughout the city of San Diego.
  • D. Beverly Hills Fire Department
    The Beverly Hills Fire Department is the municipal agency responsible for fire protection, emergency medical services, and rescue operations within the city of Beverly Hills, California.
  • E. Culver City Fire Department
    The Culver City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions within Culver City, California.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c05a8d881909f747635bdb4ef09 completed April 27, 2026, 2 p.m.
Created at: April 16, 2026, 6:36 p.m.