Triple

T2601125
Position Surface form Disambiguated ID Type / Status
Subject FHA 203(k) rehabilitation mortgage insurance program E58344 entity
Predicate governedBy P46 FINISHED
Object 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.
E282162 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: HUD 4000.1 Single Family Housing Policy Handbook | Statement: [FHA 203(k) rehabilitation mortgage insurance program, governedBy, HUD 4000.1 Single Family Housing Policy Handbook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HUD 4000.1 Single Family Housing Policy Handbook
Context triple: [FHA 203(k) rehabilitation mortgage insurance program, governedBy, HUD 4000.1 Single Family Housing Policy Handbook]
  • 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. 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.
  • C. HUD Office of Public and Indian Housing
    The HUD Office of Public and Indian Housing is a division of the U.S. Department of Housing and Urban Development responsible for administering and supporting public housing and rental assistance programs for low-income families and Native American communities.
  • D. Title IV—Housing Assistance and Public Housing
    Title IV—Housing Assistance and Public Housing is a section of the Cranston-Gonzalez National Affordable Housing Act that establishes and governs federal programs for providing and managing affordable and public housing in the United States.
  • E. 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.
  • 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: HUD 4000.1 Single Family Housing Policy Handbook
Triple: [FHA 203(k) rehabilitation mortgage insurance program, governedBy, HUD 4000.1 Single Family Housing Policy Handbook]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HUD 4000.1 Single Family Housing Policy Handbook
Target entity description: 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.
  • 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. 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.
  • C. HUD Office of Public and Indian Housing
    The HUD Office of Public and Indian Housing is a division of the U.S. Department of Housing and Urban Development responsible for administering and supporting public housing and rental assistance programs for low-income families and Native American communities.
  • D. Title IV—Housing Assistance and Public Housing
    Title IV—Housing Assistance and Public Housing is a section of the Cranston-Gonzalez National Affordable Housing Act that establishes and governs federal programs for providing and managing affordable and public housing in the United States.
  • E. 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.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd4587014819089f78e93adf2144c completed March 7, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83d37de081909467f8caa17ce3a9 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af8501adc4819092035d7e55524fc8 completed March 10, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69af85a6060c8190a80d5633d1b8a9d5 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.