Triple

T16247957
Position Surface form Disambiguated ID Type / Status
Subject East Gate Bel Air E394422 entity
Predicate fireServices P62810 FINISHED
Object Los Angeles Fire Department E81548 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 Fire Department | Statement: [East Gate Bel Air, fireServices, Los Angeles Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles Fire Department
Context triple: [East Gate Bel Air, fireServices, Los Angeles Fire Department]
  • A. Los Angeles Fire Department chosen
    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.
  • B. Los Angeles County Fire Department
    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.
  • C. 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.
  • D. San Francisco Fire Department
    The San Francisco Fire Department is the municipal agency responsible for fire protection, emergency medical services, and disaster response within the city and county of San Francisco, California.
  • E. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • 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: fireServices
Context triple: [East Gate Bel Air, fireServices, Los Angeles Fire Department]
  • A. fireServiceBy
    Indicates that a fire protection or firefighting service is provided, operated, or carried out by a specified agent or organization.
  • B. fireRescue
    Indicates a relationship where one entity performs or is responsible for rescuing people or property from fires or fire-related emergencies involving another entity.
  • C. fireOccurred
    Indicates that a fire event took place at a specific time and/or location.
  • D. fireType
    Indicates that one entity has a specific classification or category related to fire (e.g., type, kind, or nature of fire).
  • E. hasFireServicesFrom chosen
    Indicates that one entity receives fire protection or firefighting services from another entity.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245942460819080897afad0d2fe09 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017b1e22c8190bddca67661121c2d completed May 10, 2026, 5:29 a.m.
PD Predicate disambiguation batch_69e219ee6f6481909663b388dc99770a completed April 17, 2026, 11:30 a.m.
Created at: April 10, 2026, 5:04 a.m.