Triple

T231337
Position Surface form Disambiguated ID Type / Status
Subject United States Secretary of Health and Human Services E4416 entity
Predicate overseesAgency P760 FINISHED
Object 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.
E29428 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: Administration for Children and Families | Statement: [United States Secretary of Health and Human Services, overseesAgency, Administration for Children and Families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Administration for Children and Families
Context triple: [United States Secretary of Health and Human Services, overseesAgency, Administration for Children and Families]
  • A. Protective Services Bureau
    The Protective Services Bureau is a specialized division of the United States Capitol Police responsible for safeguarding members of Congress, key facilities, and critical events associated with the U.S. Capitol.
  • B. New York State Office of Children and Family Services
    The New York State Office of Children and Family Services is a state agency responsible for overseeing child welfare, juvenile justice, child care, and related family support services across New York.
  • C. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • D. Office of Faith-Based and Neighborhood Partnerships
    The Office of Faith-Based and Neighborhood Partnerships is a White House office that coordinates the federal government’s engagement with religious and community organizations to address social needs and support policy initiatives.
  • E. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • 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: Administration for Children and Families
Triple: [United States Secretary of Health and Human Services, overseesAgency, Administration for Children and Families]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Administration for Children and Families
Target entity description: 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.
  • A. Protective Services Bureau
    The Protective Services Bureau is a specialized division of the United States Capitol Police responsible for safeguarding members of Congress, key facilities, and critical events associated with the U.S. Capitol.
  • B. New York State Office of Children and Family Services
    The New York State Office of Children and Family Services is a state agency responsible for overseeing child welfare, juvenile justice, child care, and related family support services across New York.
  • C. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • D. Office of Faith-Based and Neighborhood Partnerships
    The Office of Faith-Based and Neighborhood Partnerships is a White House office that coordinates the federal government’s engagement with religious and community organizations to address social needs and support policy initiatives.
  • E. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a260c42060819089eb772202e504f5 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35ea461288190bf60a31e8e8ba976 completed Feb. 28, 2026, 9:31 p.m.
NEDg Description generation batch_69a35ef7d9148190a0fad8f4bf0de77f completed Feb. 28, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69a35f55ced08190ae7c6fce098602be completed Feb. 28, 2026, 9:34 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.