Triple

T8356367
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles County government E196689 entity
Predicate childServicesAgency P21140 FINISHED
Object Los Angeles County Department of Children and Family Services E589667 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: Los Angeles County Department of Children and Family Services | Statement: [Los Angeles County government, childServicesAgency, 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 government, childServicesAgency, Los Angeles County Department of Children and Family Services]
  • A. Los Angeles County Department of Children and Family Services chosen
    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.
  • B. 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.
  • C. Los Angeles County Department of Health Services
    The Los Angeles County Department of Health Services is the public health care system for Los Angeles County, operating hospitals and clinics that provide medical services to millions of residents, particularly underserved communities.
  • D. 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.
  • E. 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.
  • 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: childServicesAgency
Context triple: [Los Angeles County government, childServicesAgency, Los Angeles County Department of Children and Family Services]
  • A. childAgency chosen
    Indicates a relationship where an organization or unit operates under the authority, oversight, or control of a larger parent agency.
  • B. fosterChild
    Indicates a relationship where one person is the child being cared for and raised by foster parents who are not their biological or legal parents.
  • C. childStatus
    Indicates the current condition, role, or state of a child entity in relation to its parent or context.
  • D. childSystem
    Indicates that one system is hierarchically subordinate to and contained within another system as its child.
  • E. childrenFounded
    Indicates that the subject’s children established, created, or founded the object entity (such as an organization, institution, or project).
  • 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_69ca82f08b348190bfb7881944bbff6f completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb804a344c819089c0a13fe66e3088 completed March 31, 2026, 8:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde7bd74fc8190abdb2813d51d79f8 completed April 2, 2026, 3:51 a.m.
PD Predicate disambiguation batch_69cb70ca25548190b0f90c5384e3fb3c completed March 31, 2026, 6:59 a.m.
Created at: March 30, 2026, 5:59 p.m.