Triple

T5325291
Position Surface form Disambiguated ID Type / Status
Subject Family Self-Sufficiency Program for participating families E121769 entity
Predicate legalAuthority P125 FINISHED
Object Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations
Section 23 of the U.S. Housing Act of 1937, as amended, together with related HUD regulations, establishes the statutory and regulatory framework governing certain federal housing assistance initiatives, including programs that promote family self-sufficiency for participating low-income households.
E511903 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: Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations | Statement: [Family Self-Sufficiency Program for participating families, legalAuthority, Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations
Context triple: [Family Self-Sufficiency Program for participating families, legalAuthority, Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations]
  • A. Housing and Community Development Act of 1977
    The Housing and Community Development Act of 1977 is a U.S. federal law that expanded and reformed housing assistance and community development programs, including amendments to public housing and urban development initiatives.
  • B. HUD 4000.1 Single Family Housing Policy Handbook
    The HUD 4000.1 Single Family Housing Policy Handbook is the U.S. Department of Housing and Urban Development’s comprehensive, consolidated guide outlining policies and requirements for FHA single-family mortgage insurance programs.
  • C. 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.
  • D. Housing and Community Development Act of 1992
    The Housing and Community Development Act of 1992 is a U.S. federal law that overhauled housing finance and community development programs, expanding fair lending, affordable housing initiatives, and regulatory oversight of financial institutions.
  • E. 24 CFR Part 3500
    24 CFR Part 3500 is a federal regulation that implemented the Real Estate Settlement Procedures Act (RESPA), governing disclosures and practices in residential real estate settlement and mortgage transactions.
  • 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: Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations
Triple: [Family Self-Sufficiency Program for participating families, legalAuthority, Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations]
Generated description
Section 23 of the U.S. Housing Act of 1937, as amended, together with related HUD regulations, establishes the statutory and regulatory framework governing certain federal housing assistance initiatives, including programs that promote family self-sufficiency for participating low-income households.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations
Target entity description: Section 23 of the U.S. Housing Act of 1937, as amended, together with related HUD regulations, establishes the statutory and regulatory framework governing certain federal housing assistance initiatives, including programs that promote family self-sufficiency for participating low-income households.
  • A. Housing and Community Development Act of 1977
    The Housing and Community Development Act of 1977 is a U.S. federal law that expanded and reformed housing assistance and community development programs, including amendments to public housing and urban development initiatives.
  • B. HUD 4000.1 Single Family Housing Policy Handbook
    The HUD 4000.1 Single Family Housing Policy Handbook is the U.S. Department of Housing and Urban Development’s comprehensive, consolidated guide outlining policies and requirements for FHA single-family mortgage insurance programs.
  • C. 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.
  • D. Housing and Community Development Act of 1992
    The Housing and Community Development Act of 1992 is a U.S. federal law that overhauled housing finance and community development programs, expanding fair lending, affordable housing initiatives, and regulatory oversight of financial institutions.
  • E. 24 CFR Part 3500
    24 CFR Part 3500 is a federal regulation that implemented the Real Estate Settlement Procedures Act (RESPA), governing disclosures and practices in residential real estate settlement and mortgage transactions.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.