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.