Triple

T527072
Position Surface form Disambiguated ID Type / Status
Subject Housing and Economic Recovery Act of 2008 E10942 entity
Predicate containsTitle P3254 FINISHED
Object 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.
E65830 NE FINISHED

How this triple was built (4 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: Neighborhood Stabilization Program | Statement: [Housing and Economic Recovery Act of 2008, containsTitle, Neighborhood Stabilization Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neighborhood Stabilization Program
Context triple: [Housing and Economic Recovery Act of 2008, containsTitle, Neighborhood Stabilization Program]
  • A. 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.
  • B. 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.
  • C. Section 8 Chicago
    Section 8 Chicago is an independent supporters’ association known for organizing and leading passionate fan support for the Chicago Fire FC soccer team.
  • D. 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.
  • E. Housing and Community Development Act of 1974
    The Housing and Community Development Act of 1974 is a major U.S. federal law that restructured housing assistance and created the Community Development Block Grant program to support local community development and affordable housing.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Neighborhood Stabilization Program
Triple: [Housing and Economic Recovery Act of 2008, containsTitle, Neighborhood Stabilization Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neighborhood Stabilization Program
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Section 8 Chicago
    Section 8 Chicago is an independent supporters’ association known for organizing and leading passionate fan support for the Chicago Fire FC soccer team.
  • D. 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.
  • E. Housing and Community Development Act of 1974
    The Housing and Community Development Act of 1974 is a major U.S. federal law that restructured housing assistance and created the Community Development Block Grant program to support local community development and affordable housing.
  • F. None of above. chosen

Provenance (5 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.
NEDg Description generation batch_69a4b4117f60819093b6eed4e9eb4630 completed March 1, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69a4b476ecc881909ff7efbb3299ace3 completed March 1, 2026, 9:49 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.