Triple

T527010
Position Surface form Disambiguated ID Type / Status
Subject NMTC Program E10940 entity
Predicate relatedTo P37 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: [NMTC Program, relatedTo, 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: [NMTC Program, relatedTo, 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. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1d0d22081908aad915482d39e74 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b24157608190b4c7df2cae453a1f completed March 1, 2026, 9:40 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.