Triple

T12528401
Position Surface form Disambiguated ID Type / Status
Subject American Job Centers E299495 entity
Predicate partnerProgram P43293 FINISHED
Object Temporary Assistance for Needy Families employment programs 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 employment programs | Statement: [American Job Centers, partnerProgram, Temporary Assistance for Needy Families employment programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Temporary Assistance for Needy Families employment programs
Context triple: [American Job Centers, partnerProgram, Temporary Assistance for Needy Families employment programs]
  • 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. Public Assistance programs
    Public Assistance programs are federally funded disaster relief initiatives that provide financial and technical support to state, local, tribal, and territorial governments, as well as certain nonprofits, to repair, restore, and protect public infrastructure and facilities after major emergencies.
  • C. 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.
  • D. Trade Adjustment Assistance for Workers program (employment and training components)
    The Trade Adjustment Assistance for Workers program (employment and training components) is a U.S. federal initiative that provides retraining, job search, income support, and related services to workers who lose their jobs or whose hours and wages are reduced as a result of increased imports or shifts in production abroad.
  • E. 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.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d960c2e5b88190a7cc16002b218d8a completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
Created at: April 8, 2026, 9:57 p.m.