Triple

T20859245
Position Surface form Disambiguated ID Type / Status
Subject Subcommittee on Transportation, Housing and Urban Development, and Related Agencies E513570 entity
Predicate overseesAgency P760 FINISHED
Object Choice Neighborhoods Initiative NE NERFINISHED

How this triple was built (3 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: Choice Neighborhoods Initiative | Statement: [Subcommittee on Transportation, Housing and Urban Development, and Related Agencies, overseesAgency, Choice Neighborhoods Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Choice Neighborhoods Initiative
Context triple: [Subcommittee on Transportation, Housing and Urban Development, and Related Agencies, overseesAgency, Choice Neighborhoods Initiative]
  • A. Medicare Shared Savings Program
    The Medicare Shared Savings Program is a federal initiative that encourages accountable care organizations to improve quality and reduce costs for Medicare beneficiaries by allowing them to share in the savings they generate for the Medicare program.
  • B. Center for Medicare and Medicaid Innovation
    The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
  • C. 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.
  • D. Promise Neighborhoods program
    The Promise Neighborhoods program is a U.S. federal initiative that supports comprehensive, community-based efforts to improve educational and developmental outcomes for children and youth in distressed neighborhoods.
  • E. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Choice Neighborhoods Initiative
Target entity description: The Choice Neighborhoods Initiative is a U.S. Department of Housing and Urban Development program that supports the transformation of distressed public and assisted housing and surrounding neighborhoods into mixed-income, sustainable communities.
  • A. Medicare Shared Savings Program
    The Medicare Shared Savings Program is a federal initiative that encourages accountable care organizations to improve quality and reduce costs for Medicare beneficiaries by allowing them to share in the savings they generate for the Medicare program.
  • B. Center for Medicare and Medicaid Innovation
    The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
  • C. 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.
  • D. Promise Neighborhoods program
    The Promise Neighborhoods program is a U.S. federal initiative that supports comprehensive, community-based efforts to improve educational and developmental outcomes for children and youth in distressed neighborhoods.
  • E. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • F. None of above. chosen

Provenance (2 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3aabef4819098f0fd24dcc27dbd completed April 21, 2026, 12:24 a.m.
Created at: April 16, 2026, 12:44 p.m.