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.