Triple

T6364338
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles County Board of Supervisors E143187 entity
Predicate supervises P258 FINISHED
Object Los Angeles County Department of Public Social Services
The Los Angeles County Department of Public Social Services is the county agency responsible for administering welfare, food assistance, and other social service programs to low-income and vulnerable residents throughout Los Angeles County.
E588462 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 County Department of Public Social Services | Statement: [Los Angeles County Board of Supervisors, supervises, Los Angeles County Department of Public Social Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles County Department of Public Social Services
Context triple: [Los Angeles County Board of Supervisors, supervises, Los Angeles County Department of Public Social Services]
  • A. California Department of Social Services
    The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
  • B. Los Angeles County government
    The Los Angeles County government is the administrative and political body that oversees local services, law enforcement, justice, and regional governance for Los Angeles County, the most populous county in the United States.
  • 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. 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.
  • E. Fresno County Department of Social Services
    The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.
  • 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 County Department of Public Social Services
Triple: [Los Angeles County Board of Supervisors, supervises, Los Angeles County Department of Public Social Services]
Generated description
The Los Angeles County Department of Public Social Services is the county agency responsible for administering welfare, food assistance, and other social service programs to low-income and vulnerable residents throughout Los Angeles County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Los Angeles County Department of Public Social Services
Target entity description: The Los Angeles County Department of Public Social Services is the county agency responsible for administering welfare, food assistance, and other social service programs to low-income and vulnerable residents throughout Los Angeles County.
  • A. California Department of Social Services
    The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
  • B. Los Angeles County government
    The Los Angeles County government is the administrative and political body that oversees local services, law enforcement, justice, and regional governance for Los Angeles County, the most populous county in the United States.
  • 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. 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.
  • E. Fresno County Department of Social Services
    The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.
  • 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_69c008d8c61081908bcaf61510d881ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0680ed0148190b6e310b15b3449ff completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d7a1cbc8190a27a0a8e8b466ad5 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62ebcd35481909acd54a5b41f99aa completed March 27, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69c62f5024148190915c9495a9e204b1 completed March 27, 2026, 7:18 a.m.
Created at: March 22, 2026, 4:32 p.m.