Triple
T5941075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HUD Office of Public and Indian Housing |
E132165
|
entity |
| Predicate | usesProgram |
P6928
|
FINISHED |
| Object | Family Self-Sufficiency Program |
E121769
|
NE FINISHED |
How this triple was built (2 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 | Statement: [HUD Office of Public and Indian Housing, usesProgram, Family Self-Sufficiency Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Family Self-Sufficiency Program Context triple: [HUD Office of Public and Indian Housing, usesProgram, Family Self-Sufficiency Program]
-
A.
Family Self-Sufficiency Program for participating families
chosen
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.
Supplementary Feeding Program
The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
-
C.
Sustainable Livelihood Program
The Sustainable Livelihood Program is a Philippine government initiative that provides capacity-building, skills training, and livelihood assistance to poor and vulnerable households to help them achieve sustainable income and economic self-sufficiency.
-
D.
Refugee Cash Assistance program
The Refugee Cash Assistance program is a public assistance initiative that provides temporary financial support to eligible refugees and certain other humanitarian immigrants who are not yet eligible for mainstream cash aid programs.
-
E.
Commodity Supplemental Food Program
The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 22, 2026, 4:01 p.m.