Triple

T111764
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles Municipal Code E2262 entity
Predicate isEnforcedBy P2864 FINISHED
Object Los Angeles City Attorney
The Los Angeles City Attorney is the chief legal officer for the City of Los Angeles, responsible for providing legal counsel to city officials and departments and prosecuting violations of city laws and ordinances.
 E11305 NE FINISHED

How this triple was built (4 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 City Attorney | Statement: [Los Angeles Municipal Code, isEnforcedBy, Los Angeles City Attorney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Los Angeles City Attorney
Context triple: [Los Angeles Municipal Code, isEnforcedBy, Los Angeles City Attorney]
  • A. Los Angeles deputy district attorney
    A Los Angeles deputy district attorney is a prosecutor who represents the state in criminal cases within Los Angeles County’s court system.
  • B. Los Angeles City Council
    The Los Angeles City Council is the legislative body of the City of Los Angeles, responsible for creating local laws, approving budgets, and overseeing city services and development across its districts.
  • C. Multnomah County District Attorney
    The Multnomah County District Attorney is the chief local prosecutor responsible for investigating and prosecuting criminal cases in Multnomah County, Oregon.
  • D. Dallas County District Attorney
    The Dallas County District Attorney is the chief prosecutor for Dallas County, Texas, responsible for representing the state in criminal cases and significant legal matters arising within the county.
  • E. Mayor of San Francisco
    The Mayor of San Francisco is the elected chief executive of the City and County of San Francisco, responsible for overseeing city government, implementing local policies, and representing the city at the regional, state, and national levels.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Los Angeles City Attorney
Triple: [Los Angeles Municipal Code, isEnforcedBy, Los Angeles City Attorney]
Generated description
The Los Angeles City Attorney is the chief legal officer for the City of Los Angeles, responsible for providing legal counsel to city officials and departments and prosecuting violations of city laws and ordinances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Los Angeles City Attorney
Target entity description: The Los Angeles City Attorney is the chief legal officer for the City of Los Angeles, responsible for providing legal counsel to city officials and departments and prosecuting violations of city laws and ordinances.
  • A. Los Angeles deputy district attorney
    A Los Angeles deputy district attorney is a prosecutor who represents the state in criminal cases within Los Angeles County’s court system.
  • B. Los Angeles City Council
    The Los Angeles City Council is the legislative body of the City of Los Angeles, responsible for creating local laws, approving budgets, and overseeing city services and development across its districts.
  • C. Multnomah County District Attorney
    The Multnomah County District Attorney is the chief local prosecutor responsible for investigating and prosecuting criminal cases in Multnomah County, Oregon.
  • D. Dallas County District Attorney
    The Dallas County District Attorney is the chief prosecutor for Dallas County, Texas, responsible for representing the state in criminal cases and significant legal matters arising within the county.
  • E. Mayor of San Francisco
    The Mayor of San Francisco is the elected chief executive of the City and County of San Francisco, responsible for overseeing city government, implementing local policies, and representing the city at the regional, state, and national levels.
  • F. None of above. chosen

Provenance (5 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a25b800d08819099a44429d5c82c68 completed Feb. 28, 2026, 3:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69a27c0652508190aa8d569ee7dae7bc completed Feb. 28, 2026, 5:24 a.m.
NEDg Description generation batch_69a27cc652048190bd6ac1fb6788991a completed Feb. 28, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69a27d8de2888190a9f37390d7a4324e completed Feb. 28, 2026, 5:30 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.