Triple

T8694227
Position Surface form Disambiguated ID Type / Status
Subject Maine Department of Health and Human Services E206364 entity
Predicate responsibleFor P636 FINISHED
Object Temporary Assistance for Needy Families in Maine 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 Maine | Statement: [Maine Department of Health and Human Services, responsibleFor, Temporary Assistance for Needy Families in Maine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Temporary Assistance for Needy Families in Maine
Context triple: [Maine Department of Health and Human Services, responsibleFor, Temporary Assistance for Needy Families in Maine]
  • 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. Massachusetts Department of Transitional Assistance
    The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families in Massachusetts.
  • D. Maine Land Use Planning Commission
    The Maine Land Use Planning Commission is a state agency responsible for land use planning, zoning, and development regulation in Maine’s unorganized and deorganized territories.
  • E. Maine Department of Labor
    The Maine Department of Labor is the state agency responsible for overseeing workforce development, employment services, and labor standards for workers and employers in Maine.
  • 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_69ca835481fc819084e33d3bc883bfa6 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc58284c58819091beb05a7d6b3a1b completed March 31, 2026, 11:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef3f36a6081909e300f168fbcb8ac completed April 2, 2026, 10:55 p.m.
Created at: March 30, 2026, 6:33 p.m.