Triple

T1484271
Position Surface form Disambiguated ID Type / Status
Subject Administration for Children and Families E29428 entity
Predicate hasDivision P35 FINISHED
Object Office of Family Assistance
The Office of Family Assistance is a division within the U.S. Department of Health and Human Services that oversees federal programs providing cash assistance and support services to low-income families, including Temporary Assistance for Needy Families (TANF).
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: Office of Family Assistance | Statement: [Administration for Children and Families, hasDivision, Office of Family Assistance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Family Assistance
Context triple: [Administration for Children and Families, hasDivision, Office of Family Assistance]
  • A. 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.
  • B. Office of Domestic Social Development
    The Office of Domestic Social Development is a department of the United States Conference of Catholic Bishops that focuses on public policy and advocacy related to social justice and domestic issues within the United States.
  • C. 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.
  • D. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • E. 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.
  • 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: Office of Family Assistance
Triple: [Administration for Children and Families, hasDivision, Office of Family Assistance]
Generated description
The Office of Family Assistance is a division within the U.S. Department of Health and Human Services that oversees federal programs providing cash assistance and support services to low-income families, including Temporary Assistance for Needy Families (TANF).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Family Assistance
Target entity description: The Office of Family Assistance is a division within the U.S. Department of Health and Human Services that oversees federal programs providing cash assistance and support services to low-income families, including Temporary Assistance for Needy Families (TANF).
  • A. Administration for Children and Families chosen
    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.
  • B. Office of Domestic Social Development
    The Office of Domestic Social Development is a department of the United States Conference of Catholic Bishops that focuses on public policy and advocacy related to social justice and domestic issues within the United States.
  • C. 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.
  • D. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • E. 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.
  • F. None of above.

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.