Triple

T6876087
Position Surface form Disambiguated ID Type / Status
Subject OTDA E158674 entity
Predicate programArea P934 FINISHED
Object Temporary Assistance for Needy Families E8045 NE FINISHED

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: Temporary Assistance for Needy Families | Statement: [OTDA, programArea, Temporary Assistance for Needy Families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Temporary Assistance for Needy Families
Context triple: [OTDA, programArea, Temporary Assistance for Needy Families]
  • A. Temporary Assistance for Needy Families chosen
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • B. 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.
  • C. Refugee Cash Assistance program
    The Refugee Cash Assistance program is a public assistance initiative that provides temporary financial support to eligible refugees and certain other humanitarian immigrants who are not yet eligible for mainstream cash aid programs.
  • D. Special Supplemental Nutrition Program for Women, Infants, and Children
    The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a U.S. federal assistance program that provides nutritious foods, nutrition education, and health care referrals to low-income pregnant and postpartum women, infants, and young children at nutritional risk.
  • E. Supplemental Nutrition Assistance Program
    The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c68832af1481908ce356e133ebaebe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8cb76108190a5136240ed85d900 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742bd0bfc8190971aa9d8b7e6709d completed March 28, 2026, 2:53 a.m.
Created at: March 27, 2026, 2:22 p.m.