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.