Triple

T1546088
Position Surface form Disambiguated ID Type / Status
Subject Devore, California E32979 entity
Predicate fireServiceProvidedBy P8978 FINISHED
Object San Bernardino County Fire Protection District E95673 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: San Bernardino County Fire Protection District | Statement: [Devore, California, fireServiceProvidedBy, San Bernardino County Fire Protection District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Bernardino County Fire Protection District
Context triple: [Devore, California, fireServiceProvidedBy, San Bernardino County Fire Protection District]
  • A. San Bernardino County Fire Protection District chosen
    The San Bernardino County Fire Protection District is a regional fire and emergency services agency responsible for providing fire suppression, rescue, and emergency medical response across much of San Bernardino County in California.
  • B. San Bernardino County Board of Supervisors
    The San Bernardino County Board of Supervisors is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for San Bernardino County, California.
  • C. San Bernardino County Sheriff’s Department
    The San Bernardino County Sheriff’s Department is the county-level law enforcement agency responsible for policing unincorporated areas and contracted cities throughout San Bernardino County, California.
  • D. 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.
  • E. San Bernardino County
    San Bernardino County is a large county in Southern California known for its vast desert landscapes, portions of the Mojave Desert, and rapidly growing urban and suburban communities.
  • 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: fireServiceProvidedBy
Context triple: [Devore, California, fireServiceProvidedBy, San Bernardino County Fire Protection District]
  • A. 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.
  • B. fireJurisdiction chosen
    Indicates that one entity has official authority and responsibility over fire protection, prevention, or response activities within the area or domain of another entity.
  • C. notableFire
    Indicates that a significant or historically important fire event is associated with the subject.
  • D. significantBuildingFire
    Indicates a relationship where a building is involved in a fire event of notable size, intensity, or impact.
  • E. selectFire
    Indicates choosing or designating a specific fire source, mode, or target for use or activation.
  • 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa574094048190a2d7fc3ac904d51e completed March 6, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad401b98888190ad48fbfb6e075434 completed March 8, 2026, 9:23 a.m.
PD Predicate disambiguation batch_69a907b426dc8190975c024a50955368 completed March 5, 2026, 4:33 a.m.
Created at: March 4, 2026, 7:26 p.m.