Triple
T11861282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HUD 4000.1 Single Family Housing Policy Handbook |
E282162
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
HUD Office of Single Family Housing
The HUD Office of Single Family Housing is the division of the U.S. Department of Housing and Urban Development responsible for overseeing and administering federal single-family mortgage insurance and related housing programs.
|
E952914
|
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 Office of Single Family Housing | Statement: [HUD 4000.1 Single Family Housing Policy Handbook, maintainedBy, HUD Office of Single Family Housing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HUD Office of Single Family Housing Context triple: [HUD 4000.1 Single Family Housing Policy Handbook, maintainedBy, HUD Office of Single Family Housing]
-
A.
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.
-
B.
HUD Office of Special Needs Assistance Programs
The HUD Office of Special Needs Assistance Programs is a division of the U.S. Department of Housing and Urban Development that oversees federal homeless assistance initiatives and funding to support housing and services for people experiencing homelessness and other special needs.
-
C.
Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
-
D.
HUDCO
HUDCO is an Indian government-owned financial institution that provides funding and technical assistance for housing and urban infrastructure development projects across the country.
-
E.
Housing Bureau
The Housing Bureau is a specialized division of the New York City Police Department responsible for policing and ensuring safety within the city's public housing developments.
- 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 Office of Single Family Housing Triple: [HUD 4000.1 Single Family Housing Policy Handbook, maintainedBy, HUD Office of Single Family Housing]
Generated description
The HUD Office of Single Family Housing is the division of the U.S. Department of Housing and Urban Development responsible for overseeing and administering federal single-family mortgage insurance and related housing programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HUD Office of Single Family Housing Target entity description: The HUD Office of Single Family Housing is the division of the U.S. Department of Housing and Urban Development responsible for overseeing and administering federal single-family mortgage insurance and related housing programs.
-
A.
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.
-
B.
HUD Office of Special Needs Assistance Programs
The HUD Office of Special Needs Assistance Programs is a division of the U.S. Department of Housing and Urban Development that oversees federal homeless assistance initiatives and funding to support housing and services for people experiencing homelessness and other special needs.
-
C.
Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
-
D.
HUDCO
HUDCO is an Indian government-owned financial institution that provides funding and technical assistance for housing and urban infrastructure development projects across the country.
-
E.
Housing Bureau
The Housing Bureau is a specialized division of the New York City Police Department responsible for policing and ensuring safety within the city's public housing developments.
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a69b16bc8190999a0c1240f9ce6a |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f417a954e881909fdd9626d41229e2 |
completed | May 1, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69f41f16f43c81909f5d36e8b4b0b9c3 |
completed | May 1, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f4225a4b5c8190958aaddbd10035b1 |
completed | May 1, 2026, 3:47 a.m. |
Created at: April 8, 2026, 9:43 p.m.