Triple

T22945864
Position Surface form Disambiguated ID Type / Status
Subject City of Los Angeles neighborhood council system E569863 entity
Predicate coordinatedBy P86 FINISHED
Object Los Angeles Department of Neighborhood Empowerment
The Los Angeles Department of Neighborhood Empowerment is a city agency that supports, trains, and oversees the city’s neighborhood councils to promote community participation in local government.
E569864 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 Department of Neighborhood Empowerment | Statement: [City of Los Angeles neighborhood council system, coordinatedBy, Los Angeles Department of Neighborhood Empowerment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles Department of Neighborhood Empowerment
Context triple: [City of Los Angeles neighborhood council system, coordinatedBy, Los Angeles Department of Neighborhood Empowerment]
  • A. Los Angeles Department of Neighborhood Empowerment system
    The Los Angeles Department of Neighborhood Empowerment system is the city-run framework that organizes, supports, and oversees Los Angeles’ network of neighborhood councils to promote local civic engagement and community representation.
  • B. Los Angeles Board of Neighborhood Commissioners
    The Los Angeles Board of Neighborhood Commissioners is a city-appointed oversight body that sets policy, approves bylaws, and provides governance for Los Angeles’ network of neighborhood councils.
  • C. Los Angeles Housing Department
    The Los Angeles Housing Department is the municipal agency responsible for overseeing housing policy, affordability programs, and housing code enforcement within the City of Los Angeles.
  • D. Los Angeles Department of City Planning
    The Los Angeles Department of City Planning is the municipal agency responsible for guiding land use, development, and long-term urban planning policy for the City of Los Angeles.
  • E. Government of the City of Los Angeles
    The Government of the City of Los Angeles is the municipal administration responsible for governing Los Angeles, California, through its executive, legislative, and other city agencies and offices.
  • 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 Department of Neighborhood Empowerment
Triple: [City of Los Angeles neighborhood council system, coordinatedBy, Los Angeles Department of Neighborhood Empowerment]
Generated description
The Los Angeles Department of Neighborhood Empowerment is a city agency that supports, trains, and oversees the city’s neighborhood councils to promote community participation in local government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Los Angeles Department of Neighborhood Empowerment
Target entity description: The Los Angeles Department of Neighborhood Empowerment is a city agency that supports, trains, and oversees the city’s neighborhood councils to promote community participation in local government.
  • A. Los Angeles Department of Neighborhood Empowerment system chosen
    The Los Angeles Department of Neighborhood Empowerment system is the city-run framework that organizes, supports, and oversees Los Angeles’ network of neighborhood councils to promote local civic engagement and community representation.
  • B. Los Angeles Board of Neighborhood Commissioners
    The Los Angeles Board of Neighborhood Commissioners is a city-appointed oversight body that sets policy, approves bylaws, and provides governance for Los Angeles’ network of neighborhood councils.
  • C. Los Angeles Housing Department
    The Los Angeles Housing Department is the municipal agency responsible for overseeing housing policy, affordability programs, and housing code enforcement within the City of Los Angeles.
  • D. Los Angeles Department of City Planning
    The Los Angeles Department of City Planning is the municipal agency responsible for guiding land use, development, and long-term urban planning policy for the City of Los Angeles.
  • E. Government of the City of Los Angeles
    The Government of the City of Los Angeles is the municipal administration responsible for governing Los Angeles, California, through its executive, legislative, and other city agencies and offices.
  • F. None of above.

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_69e2459199d08190a8184ee2aa935842 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1819d2d7881909e6390717ff79df0 completed April 29, 2026, 3:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca125844819089e487003c80b999 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bce02dc4c8190aecc703374cf50e6 completed May 19, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0bce93c8f4819083ff1784b3899a5c completed May 19, 2026, 2:44 a.m.
Created at: April 17, 2026, 3:45 p.m.