Triple

T18369450
Position Surface form Disambiguated ID Type / Status
Subject Association of Bay Area Governments E446141 entity
Predicate memberOf P10 FINISHED
Object California Association of Councils of Governments — 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: California Association of Councils of Governments | Statement: [Association of Bay Area Governments, memberOf, California Association of Councils of Governments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: California Association of Councils of Governments
Context triple: [Association of Bay Area Governments, memberOf, California Association of Councils of Governments]
  • A. Southern California Association of Governments
    The Southern California Association of Governments is a regional planning agency that coordinates transportation, housing, and land-use policy across multiple counties in Southern California.
  • B. Sacramento Area Council of Governments
    The Sacramento Area Council of Governments is a regional planning agency that coordinates transportation, land use, and related policy among local governments in the greater Sacramento, California area.
  • C. Association of Bay Area Governments
    The Association of Bay Area Governments is a regional planning agency and council of governments for the San Francisco Bay Area, coordinating land use, housing, and environmental policy among local jurisdictions.
  • D. Stanislaus Council of Governments
    Stanislaus Council of Governments is the regional transportation and land-use planning agency that coordinates infrastructure and policy decisions for Stanislaus County and its cities in California.
  • E. San Diego Association of Governments
    The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
  • 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: California Association of Councils of Governments
Target entity description: The California Association of Councils of Governments is a statewide organization that represents and coordinates regional councils of governments across California on planning, policy, and advocacy issues.
  • A. Southern California Association of Governments
    The Southern California Association of Governments is a regional planning agency that coordinates transportation, housing, and land-use policy across multiple counties in Southern California.
  • B. Sacramento Area Council of Governments
    The Sacramento Area Council of Governments is a regional planning agency that coordinates transportation, land use, and related policy among local governments in the greater Sacramento, California area.
  • C. Association of Bay Area Governments
    The Association of Bay Area Governments is a regional planning agency and council of governments for the San Francisco Bay Area, coordinating land use, housing, and environmental policy among local jurisdictions.
  • D. Stanislaus Council of Governments
    Stanislaus Council of Governments is the regional transportation and land-use planning agency that coordinates infrastructure and policy decisions for Stanislaus County and its cities in California.
  • E. San Diego Association of Governments
    The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51751e4288190873bcc4dc140ac16 completed April 19, 2026, 5:56 p.m.
Created at: April 10, 2026, 10:43 a.m.