Triple

T20454061
Position Surface form Disambiguated ID Type / Status
Subject Lathrop City Council E501728 entity
Predicate legalBasis P125 FINISHED
Object Lathrop 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: Lathrop Municipal Code | Statement: [Lathrop City Council, legalBasis, Lathrop Municipal Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lathrop Municipal Code
Context triple: [Lathrop City Council, legalBasis, Lathrop Municipal Code]
  • A. Lathrop City Council
    Lathrop City Council is the elected legislative and policy-making body that governs the city of Lathrop, California.
  • B. Lakewood municipal code
    The Lakewood municipal code is the body of local laws and regulations governing the city of Lakewood, enacted and enforced by its city council and municipal authorities.
  • C. Lancaster Municipal Code
    The Lancaster Municipal Code is the comprehensive collection of local laws and regulations governing the City of Lancaster.
  • D. Medford municipal code
    The Medford municipal code is the body of local laws and regulations that governs public conduct, land use, and city operations within Medford, Oregon.
  • E. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • 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: Lathrop Municipal Code
Target entity description: The Lathrop Municipal Code is the body of local laws and regulations that governs municipal operations, public conduct, and land use within the City of Lathrop.
  • A. Lathrop City Council
    Lathrop City Council is the elected legislative and policy-making body that governs the city of Lathrop, California.
  • B. Lakewood municipal code
    The Lakewood municipal code is the body of local laws and regulations governing the city of Lakewood, enacted and enforced by its city council and municipal authorities.
  • C. Lancaster Municipal Code
    The Lancaster Municipal Code is the comprehensive collection of local laws and regulations governing the City of Lancaster.
  • D. Medford municipal code
    The Medford municipal code is the body of local laws and regulations that governs public conduct, land use, and city operations within Medford, Oregon.
  • E. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • 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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e68d04ca4081909b428c31d16fca10 completed April 20, 2026, 8:31 p.m.
Created at: April 16, 2026, 11:32 a.m.