Triple
T1022166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Section 8 Housing Choice Voucher Program |
E22061
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
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.
|
E121769
|
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: Family Self-Sufficiency Program for participating families | Statement: [Section 8 Housing Choice Voucher Program, hasComponent, Family Self-Sufficiency Program for participating families]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Family Self-Sufficiency Program for participating families Context triple: [Section 8 Housing Choice Voucher Program, hasComponent, Family Self-Sufficiency Program for participating families]
-
A.
Temporary Assistance for Needy Families
Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
-
B.
Lifeline program
The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
-
C.
HOPE for Homeowners program
The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
-
D.
Aid to Dependent Children
Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
-
E.
Head Start program
The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
- 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: Family Self-Sufficiency Program for participating families Triple: [Section 8 Housing Choice Voucher Program, hasComponent, Family Self-Sufficiency Program for participating families]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Family Self-Sufficiency Program for participating families Target entity description: 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.
-
A.
Temporary Assistance for Needy Families
Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
-
B.
Lifeline program
The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
-
C.
HOPE for Homeowners program
The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
-
D.
Aid to Dependent Children
Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
-
E.
Head Start program
The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7dead9c8190a0f8d4ef48e6c809 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bb63f14819098f5e32af3b98508 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3de4fbb88190855cf92af51fe70b |
completed | March 7, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3e45d9e88190bc88d037c00c3ecc |
completed | March 7, 2026, 3:03 p.m. |
Created at: March 1, 2026, 7:41 p.m.