Triple

T5876064
Position Surface form Disambiguated ID Type / Status
Subject South Whittier, California E130627 entity
Predicate hasFireProtectionProvider P62810 FINISHED
Object Los Angeles County Fire Department E72055 NE FINISHED

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: Los Angeles County Fire Department | Statement: [South Whittier, California, hasFireProtectionProvider, 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: [South Whittier, California, hasFireProtectionProvider, 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. Burbank Fire Department
    The Burbank Fire Department is the municipal agency responsible for fire protection, emergency medical services, and rescue operations in the city of Burbank, California.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFireProtectionProvider
Context triple: [South Whittier, California, hasFireProtectionProvider, Los Angeles County Fire Department]
  • A. hasFireServicesFrom chosen
    Indicates that one entity receives fire protection or firefighting services from another entity.
  • B. providesProtectionAgainst
    Indicates that one entity serves to guard, shield, or defend another entity from a specified harm, threat, or adverse effect.
  • C. protectionType
    Indicates the kind or method of protection that is applied to or associated with an entity.
  • D. protectedBy
    Indicates that one entity provides protection, defense, or safeguarding for another entity.
  • E. isPartOfSystemProtecting
    Indicates that one entity functions as a component within a larger system whose purpose is to provide protection.
  • F. None of above.

Provenance (4 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0432fea5881909f5c291dd8db6105 completed March 22, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b12242dc819093ccd41c9705dd72 completed March 23, 2026, 3:18 a.m.
PD Predicate disambiguation batch_69c033499ca08190bd26cee5b03f6306 completed March 22, 2026, 6:22 p.m.
Created at: March 22, 2026, 3:57 p.m.