Triple

T186705
Position Surface form Disambiguated ID Type / Status
Subject United States housing policy E3996 entity
Predicate includesProgram P1393 FINISHED
Object Low-Income Housing Tax Credit E12422 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: Low-Income Housing Tax Credit | Statement: [United States housing policy, includesProgram, Low-Income Housing Tax Credit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Low-Income Housing Tax Credit
Context triple: [United States housing policy, includesProgram, Low-Income Housing Tax Credit]
  • A. Low-Income Housing Tax Credit chosen
    The Low-Income Housing Tax Credit is a U.S. federal tax incentive program that encourages private investment in affordable rental housing for low-income households.
  • B. New Markets Tax Credit Program
    The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
  • C. Public Housing Capital Fund
    The Public Housing Capital Fund is a federal funding program that provides grants to public housing agencies for the modernization, repair, and development of public housing properties in the United States.
  • D. Section 8 Housing Choice Voucher Program
    The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
  • E. Section 811 Supportive Housing for Persons with Disabilities Program
    The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
  • 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_69a25497e2f08190a040f8c6e1842643 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25bc834388190a93ec1ab0d5946de completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a30285b0488190aaa9634bc9168c4c completed Feb. 28, 2026, 2:58 p.m.
Created at: Feb. 28, 2026, 2:40 a.m.