Triple

T16077597
Position Surface form Disambiguated ID Type / Status
Subject Michigan Department of Health and Human Services E390015 entity
Predicate oversees P46 FINISHED
Object Temporary Assistance for Needy Families in Michigan 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 in Michigan | Statement: [Michigan Department of Health and Human Services, oversees, Temporary Assistance for Needy Families in Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Temporary Assistance for Needy Families in Michigan
Context triple: [Michigan Department of Health and Human Services, oversees, Temporary Assistance for Needy Families in Michigan]
  • 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. Welfare reform in Wisconsin
    Welfare reform in Wisconsin was a pioneering state-level overhaul of public assistance programs in the 1990s, led by Governor Tommy Thompson, that became a national model for reducing welfare rolls and promoting work requirements.
  • D. Michigan Department of Health and Human Services
    The Michigan Department of Health and Human Services is the state agency responsible for overseeing public health, social services, and welfare programs for residents of Michigan.
  • E. Michigan v. Doran
    Michigan v. Doran is a 1978 U.S. Supreme Court decision that clarified the limited role of asylum states in reviewing extradition requests from other states under the Extradition Clause and federal statute.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183c34508819084a53d13e55cbf69 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe48907148190ab04520717141788 completed May 10, 2026, 1:51 a.m.
Created at: April 10, 2026, 4:57 a.m.