Triple
T9626320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Angeles Housing Department |
E232473
|
entity |
| Predicate | usesLegalAuthorityFrom |
P18538
|
FINISHED |
| Object | City of 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: City of Los Angeles municipal code | Statement: [Los Angeles Housing Department, usesLegalAuthorityFrom, City of Los Angeles municipal code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Los Angeles municipal code Context triple: [Los Angeles Housing Department, usesLegalAuthorityFrom, City of 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.
Beverly Hills Municipal Code
The Beverly Hills Municipal Code is the body of local laws and regulations governing the City of Beverly Hills, California, including its public safety, zoning, and municipal operations.
-
E.
San Francisco Municipal Code
The San Francisco Municipal Code is the comprehensive collection of local laws and regulations governing the City and County of San Francisco.
- 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: usesLegalAuthorityFrom Context triple: [Los Angeles Housing Department, usesLegalAuthorityFrom, City of Los Angeles municipal code]
-
A.
hasLegalAuthorityFrom
Indicates that one entity possesses formal legal power, rights, or authorization that originates from or is granted by another entity.
-
B.
legalAuthorityIn
Indicates that an entity holds official legal power, jurisdiction, or governing authority within a specified area or domain.
-
C.
legalAuthorityOver
Indicates that one entity has the recognized power or right to make, enforce, or adjudicate rules or decisions concerning another entity.
-
D.
usesAuthorityOf
chosen
Indicates that one entity exercises power, rights, or influence derived from or on behalf of another entity’s authority.
-
E.
hasLegalForceFrom
Indicates that one legal instrument, decision, or norm derives its binding legal effect or enforceability from another specified source.
- 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_69ca848793ec8190a93a12383a754dc0 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9afc9144819084b208c3d04174ba |
completed | April 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d182291c34819099f3f43769849c5d |
completed | April 4, 2026, 9:27 p.m. |
| PD | Predicate disambiguation | batch_69ccd5acfa5c8190aaba3cf548723604 |
completed | April 1, 2026, 8:22 a.m. |
Created at: March 30, 2026, 8:10 p.m.