Triple

T23255002
Position Surface form Disambiguated ID Type / Status
Subject Ukiah City Council E581841 entity
Predicate appliesLaw P125 FINISHED
Object Ukiah Municipal Code 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: Ukiah Municipal Code | Statement: [Ukiah City Council, appliesLaw, Ukiah Municipal Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ukiah Municipal Code
Context triple: [Ukiah City Council, appliesLaw, Ukiah Municipal Code]
  • A. City of Kenai municipal code
    The City of Kenai municipal code is the body of local laws and regulations that governs municipal operations, public conduct, land use, and community standards within the City of Kenai, Alaska.
  • B. Suisun City municipal code
    The Suisun City municipal code is the body of local laws and regulations that governs municipal operations, public conduct, land use, and other civic matters within Suisun City, California.
  • C. Oakland Municipal Code
    The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
  • D. City of Albany municipal code
    The City of Albany municipal code is the body of local laws and regulations that governs municipal operations, land use, public safety, and community standards within the City of Albany.
  • E. Unalaska City Code
    Unalaska City Code is the body of municipal laws and regulations that governs the operations, policies, and public conduct within the City of Unalaska, Alaska.
  • 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: Ukiah Municipal Code
Target entity description: The Ukiah Municipal Code is the body of local laws and regulations governing the City of Ukiah, California.
  • A. City of Kenai municipal code
    The City of Kenai municipal code is the body of local laws and regulations that governs municipal operations, public conduct, land use, and community standards within the City of Kenai, Alaska.
  • B. Suisun City municipal code
    The Suisun City municipal code is the body of local laws and regulations that governs municipal operations, public conduct, land use, and other civic matters within Suisun City, California.
  • C. Oakland Municipal Code
    The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
  • D. City of Albany municipal code
    The City of Albany municipal code is the body of local laws and regulations that governs municipal operations, land use, public safety, and community standards within the City of Albany.
  • E. Unalaska City Code
    Unalaska City Code is the body of municipal laws and regulations that governs the operations, policies, and public conduct within the City of Unalaska, Alaska.
  • 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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193fadac881908579b5729718ee41 completed April 29, 2026, 5:15 a.m.
Created at: April 17, 2026, 4:11 p.m.