Triple

T1484260
Position Surface form Disambiguated ID Type / Status
Subject Administration for Children and Families E29428 entity
Predicate overseesProgram P86 FINISHED
Object Child Welfare Services
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.
E169197 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: Child Welfare Services | Statement: [Administration for Children and Families, overseesProgram, Child Welfare Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Child Welfare Services
Context triple: [Administration for Children and Families, overseesProgram, Child Welfare Services]
  • A. 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.
  • B. Administration for Children and Families
    The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
  • C. Youth and Family Services Division
    The Youth and Family Services Division is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on protecting and supporting children, youth, and families through investigations, outreach, and related services.
  • D. Child Maintenance Service
    The Child Maintenance Service is a UK government body that calculates, collects, and enforces financial support payments from non-resident parents to help with the costs of raising their children.
  • E. Office of Child and Youth Protection
    The Office of Child and Youth Protection is a department of the U.S. Catholic bishops dedicated to implementing and overseeing policies and programs that prevent child abuse and ensure safe environments within the Church.
  • 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: Child Welfare Services
Triple: [Administration for Children and Families, overseesProgram, Child Welfare Services]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Child Welfare Services
Target entity description: 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.
  • A. 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.
  • B. Administration for Children and Families
    The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
  • C. Youth and Family Services Division
    The Youth and Family Services Division is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on protecting and supporting children, youth, and families through investigations, outreach, and related services.
  • D. Child Maintenance Service
    The Child Maintenance Service is a UK government body that calculates, collects, and enforces financial support payments from non-resident parents to help with the costs of raising their children.
  • E. Office of Child and Youth Protection
    The Office of Child and Youth Protection is a department of the U.S. Catholic bishops dedicated to implementing and overseeing policies and programs that prevent child abuse and ensure safe environments within the Church.
  • 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_69a498da82e08190ba833330d05f380f completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6a011f0819086e9ee517ed6d29f completed March 1, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15b3a8548190b484a15757aee7b1 completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad16bc23808190ba26aa98764f3186 completed March 8, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_69ad172912488190b77c77e4e61e0183 completed March 8, 2026, 6:28 a.m.
Created at: March 1, 2026, 8:12 p.m.