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.