Triple

T17659967
Position Surface form Disambiguated ID Type / Status
Subject Emergency Medical Services division E440222 entity
Predicate operatesIn P82 FINISHED
Object Unincorporated areas of San Bernardino County — 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: Unincorporated areas of San Bernardino County | Statement: [Emergency Medical Services division, operatesIn, Unincorporated areas of San Bernardino County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Unincorporated areas of San Bernardino County
Context triple: [Emergency Medical Services division, operatesIn, Unincorporated areas of San Bernardino County]
  • A. Unincorporated Riverside County
    Unincorporated Riverside County refers to the areas of Riverside County, California that lie outside the boundaries of incorporated cities and are governed directly by the county.
  • B. Sacramento County unincorporated area
    Sacramento County unincorporated area is the portion of Sacramento County, California that lies outside city limits and is governed directly by the county rather than by municipal governments.
  • C. Unincorporated Los Angeles County
    Unincorporated Los Angeles County refers to the areas of Los Angeles County that are governed directly by the county rather than by a city government, often consisting of diverse residential, commercial, and rural communities.
  • D. Kern County unincorporated area
    Kern County unincorporated area is the portion of Kern County, California that lies outside city limits and is governed directly by the county rather than by municipal governments.
  • E. Unincorporated Orange County, California
    Unincorporated Orange County, California refers to the areas within Orange County that are governed directly by the county rather than by any incorporated city, consisting largely of suburban and semi-rural communities.
  • 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: Unincorporated areas of San Bernardino County
Target entity description: The unincorporated areas of San Bernardino County are regions outside city boundaries that rely on county-level governance and services, including emergency medical response, rather than municipal governments.
  • A. Unincorporated Riverside County
    Unincorporated Riverside County refers to the areas of Riverside County, California that lie outside the boundaries of incorporated cities and are governed directly by the county.
  • B. Sacramento County unincorporated area
    Sacramento County unincorporated area is the portion of Sacramento County, California that lies outside city limits and is governed directly by the county rather than by municipal governments.
  • C. Unincorporated Los Angeles County
    Unincorporated Los Angeles County refers to the areas of Los Angeles County that are governed directly by the county rather than by a city government, often consisting of diverse residential, commercial, and rural communities.
  • D. Kern County unincorporated area
    Kern County unincorporated area is the portion of Kern County, California that lies outside city limits and is governed directly by the county rather than by municipal governments.
  • E. Unincorporated Orange County, California
    Unincorporated Orange County, California refers to the areas within Orange County that are governed directly by the county rather than by any incorporated city, consisting largely of suburban and semi-rural communities.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46ea5270c81909d374c9e3946cea6 completed April 19, 2026, 5:56 a.m.
Created at: April 10, 2026, 9:40 a.m.