Triple

T6364342
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 Children and Family Services
The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
E589667 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 Children and Family Services | Statement: [Los Angeles County Board of Supervisors, supervises, Los Angeles County Department of Children and Family Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles County Department of Children and Family Services
Context triple: [Los Angeles County Board of Supervisors, supervises, Los Angeles County Department of Children and Family Services]
  • A. 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.
  • B. California Department of Child Support Services
    The California Department of Child Support Services is the state agency responsible for establishing, enforcing, and managing child support orders and payments to ensure the financial well-being of children in California.
  • C. 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.
  • D. Administration on Children, Youth and Families
    The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
  • E. Los Angeles County District Attorney's Office
    The Los Angeles County District Attorney's Office is the public prosecutorial agency responsible for investigating and prosecuting criminal cases on behalf of the people of Los Angeles 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 Children and Family Services
Triple: [Los Angeles County Board of Supervisors, supervises, Los Angeles County Department of Children and Family Services]
Generated description
The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Los Angeles County Department of Children and Family Services
Target entity description: The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
  • A. 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.
  • B. California Department of Child Support Services
    The California Department of Child Support Services is the state agency responsible for establishing, enforcing, and managing child support orders and payments to ensure the financial well-being of children in California.
  • C. 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.
  • D. Administration on Children, Youth and Families
    The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
  • E. Los Angeles County District Attorney's Office
    The Los Angeles County District Attorney's Office is the public prosecutorial agency responsible for investigating and prosecuting criminal cases on behalf of the people of Los Angeles 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_69c6386c7f68819094595d5339deae2a completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c6394e514481909c7ea6041b942e47 completed March 27, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69c639b5311c8190b707212af9d37689 completed March 27, 2026, 8:03 a.m.
Created at: March 22, 2026, 4:32 p.m.