Triple

T20073501
Position Surface form Disambiguated ID Type / Status
Subject Firebaugh City Council E499797 entity
Predicate governs P760 FINISHED
Object City of Firebaugh municipal government — 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: City of Firebaugh municipal government | Statement: [Firebaugh City Council, governs, City of Firebaugh municipal government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Firebaugh municipal government
Context triple: [Firebaugh City Council, governs, City of Firebaugh municipal government]
  • A. City of Fontana
    The City of Fontana is a municipality in San Bernardino County, California, known for its rapidly growing suburban communities and regional industrial and logistics centers.
  • B. City of West Sacramento
    The City of West Sacramento is a municipality in Northern California located just across the Sacramento River from the state capital, forming part of the Sacramento metropolitan area.
  • C. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • D. City of Fairburn
    The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
  • E. Sebastopol Fire Department
    The Sebastopol Fire Department is the municipal fire and emergency response agency serving the city of Sebastopol in Sonoma County, California.
  • 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: City of Firebaugh municipal government
Target entity description: The City of Firebaugh municipal government is the local administrative authority responsible for providing public services, enforcing ordinances, and managing civic affairs within the city of Firebaugh, California.
  • A. City of Fontana
    The City of Fontana is a municipality in San Bernardino County, California, known for its rapidly growing suburban communities and regional industrial and logistics centers.
  • B. City of West Sacramento
    The City of West Sacramento is a municipality in Northern California located just across the Sacramento River from the state capital, forming part of the Sacramento metropolitan area.
  • C. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • D. City of Fairburn
    The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
  • E. Sebastopol Fire Department
    The Sebastopol Fire Department is the municipal fire and emergency response agency serving the city of Sebastopol in Sonoma County, California.
  • 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_69da627770948190997f486f9a2e370f completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66439efe881909a068c3f05022421 completed April 20, 2026, 5:36 p.m.
Created at: April 11, 2026, 3:40 p.m.