Triple
T5941076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HUD Office of Public and Indian Housing |
E132165
|
entity |
| Predicate | usesProgram |
P6928
|
FINISHED |
| Object |
Resident Opportunities and Self-Sufficiency Program
The Resident Opportunities and Self-Sufficiency Program is a U.S. Department of Housing and Urban Development initiative that helps public housing residents gain employment, increase earned income, and achieve economic self-sufficiency through supportive services and community-based programs.
|
E555335
|
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: Resident Opportunities and Self-Sufficiency Program | Statement: [HUD Office of Public and Indian Housing, usesProgram, Resident Opportunities and Self-Sufficiency Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Resident Opportunities and Self-Sufficiency Program Context triple: [HUD Office of Public and Indian Housing, usesProgram, Resident Opportunities and Self-Sufficiency Program]
-
A.
Family Self-Sufficiency Program for participating families
The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
-
B.
Renewal Communities program
The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
-
C.
Housing Opportunities for Persons With AIDS program
The Housing Opportunities for Persons With AIDS program is a federal initiative that provides housing assistance and related support services to low-income people living with HIV/AIDS and their families in the United States.
-
D.
Affordable Housing Program
The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
-
E.
In-Home Supportive Services program
The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
- 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: Resident Opportunities and Self-Sufficiency Program Triple: [HUD Office of Public and Indian Housing, usesProgram, Resident Opportunities and Self-Sufficiency Program]
Generated description
The Resident Opportunities and Self-Sufficiency Program is a U.S. Department of Housing and Urban Development initiative that helps public housing residents gain employment, increase earned income, and achieve economic self-sufficiency through supportive services and community-based programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Resident Opportunities and Self-Sufficiency Program Target entity description: The Resident Opportunities and Self-Sufficiency Program is a U.S. Department of Housing and Urban Development initiative that helps public housing residents gain employment, increase earned income, and achieve economic self-sufficiency through supportive services and community-based programs.
-
A.
Family Self-Sufficiency Program for participating families
The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
-
B.
Renewal Communities program
The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
-
C.
Housing Opportunities for Persons With AIDS program
The Housing Opportunities for Persons With AIDS program is a federal initiative that provides housing assistance and related support services to low-income people living with HIV/AIDS and their families in the United States.
-
D.
Affordable Housing Program
The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
-
E.
In-Home Supportive Services program
The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
- 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c038f101c081908fb530d2f1f358fc |
completed | March 22, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c079dfe4819097598ec1f564e810 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c154b148819099d6f601e3a542aa |
completed | March 23, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c1df5b1c8190824d40d7f24c60cd |
completed | March 23, 2026, 4:30 a.m. |
Created at: March 22, 2026, 4:01 p.m.