Triple

T22880728
Position Surface form Disambiguated ID Type / Status
Subject Welfare reform in Wisconsin E567458 entity
Predicate influenced P9 FINISHED
Object federal Temporary Assistance for Needy Families program — 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: federal Temporary Assistance for Needy Families program | Statement: [Welfare reform in Wisconsin, influenced, federal Temporary Assistance for Needy Families program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: federal Temporary Assistance for Needy Families program
Context triple: [Welfare reform in Wisconsin, influenced, federal Temporary Assistance for Needy Families program]
  • 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. Transitional Aid to Families with Dependent Children
    Transitional Aid to Families with Dependent Children is a Massachusetts cash assistance program that provides financial support to low-income families with children to help meet basic living expenses.
  • 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. TAFDC
    TAFDC (Transitional Aid to Families with Dependent Children) is a Massachusetts cash assistance program that provides financial support and related services to low-income families with children.
  • E. 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.
  • 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_69e2458a92ec81908fc1cd5f6407d2ab completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17f5c1ed88190aeac131c5aff6102 completed April 29, 2026, 3:47 a.m.
Created at: April 17, 2026, 3:39 p.m.