Triple

T20073692
Position Surface form Disambiguated ID Type / Status
Subject Fresno County Department of Social Services E499802 entity
Predicate offersProgram P178 FINISHED
Object Child Welfare Services — NE NERFINISHED

How this triple was built (2 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: Child Welfare Services | Statement: [Fresno County Department of Social Services, offersProgram, Child Welfare Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Child Welfare Services
Context triple: [Fresno County Department of Social Services, offersProgram, Child Welfare Services]
  • A. Child Welfare Services chosen
    Child Welfare Services is a U.S. government program that protects vulnerable children by investigating abuse and neglect, supporting families, and providing foster care and adoption services.
  • B. child protective services
    Child protective services is a government agency responsible for investigating allegations of child abuse and neglect and ensuring the safety and welfare of children.
  • C. Child and Youth Services
    Child and Youth Services is a U.S. Army program at West Point that provides childcare, youth programs, and family support services for military children and teens.
  • D. Child Protection Division
    The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
  • E. Division of Family and Children Services
    The Division of Family and Children Services is the Georgia state agency responsible for child welfare, foster care, adoption services, and public assistance programs such as food stamps and Medicaid eligibility.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69da627770948190997f486f9a2e370f completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66439efe881909a068c3f05022421 completed April 20, 2026, 5:36 p.m.
Created at: April 11, 2026, 3:40 p.m.