Triple

T4182654
Position Surface form Disambiguated ID Type / Status
Subject Wilshire Community Plan Area E88228 entity
Predicate zoningRegulatedBy P49789 FINISHED
Object Los Angeles Municipal Code E2262 NE FINISHED

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: Los Angeles Municipal Code | Statement: [Wilshire Community Plan Area, zoningRegulatedBy, Los Angeles Municipal Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles Municipal Code
Context triple: [Wilshire Community Plan Area, zoningRegulatedBy, Los Angeles Municipal Code]
  • A. Los Angeles Municipal Code chosen
    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.
  • B. Los Angeles City Charter
    The Los Angeles City Charter is the foundational governing document that defines the structure, powers, and responsibilities of the City of Los Angeles’s municipal government.
  • C. Los Angeles Residential Code
    The Los Angeles Residential Code is the city’s specialized building code that sets design, construction, safety, and habitability standards for one- and two-family dwellings and townhouses within Los Angeles.
  • D. Los Angeles Cultural Heritage Ordinance
    The Los Angeles Cultural Heritage Ordinance is a municipal law that establishes the framework for identifying, designating, and protecting historic and cultural landmarks within the City of Los Angeles.
  • E. Los Angeles Mechanical Code
    The Los Angeles Mechanical Code is the city’s official set of technical regulations governing the design, installation, and maintenance of mechanical systems such as heating, ventilation, and air conditioning in buildings within Los Angeles.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: zoningRegulatedBy
Context triple: [Wilshire Community Plan Area, zoningRegulatedBy, Los Angeles Municipal Code]
  • A. hasZoningPolicy chosen
    Indicates that a governing body or authority has established or adopted a specific zoning policy that regulates land use or development within its jurisdiction.
  • B. regulatesArea
    Indicates that one entity exercises control or governance over the spatial extent, scope, or domain of another entity.
  • C. zoningCharacter
    Indicates how the regulatory or functional nature of a geographic area is defined or classified in terms of land-use zoning.
  • D. regulatedIn
    Indicates that one entity’s activity, expression, or occurrence is controlled, influenced, or modulated by another entity within a specific context or system.
  • E. cityPlanningDesignation
    Indicates how an area is officially classified or designated within urban or municipal planning (e.g., residential, commercial, industrial).
  • F. None of above.

Provenance (4 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af07078cb081909f64326b12522410 completed March 9, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589fbcc5881908f245bb377082dcc completed March 14, 2026, 4:16 p.m.
PD Predicate disambiguation batch_69af019155448190b19868583272513f completed March 9, 2026, 5:21 p.m.
Created at: March 9, 2026, 3:45 p.m.