Triple
T5421927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loan Guaranty Service |
E121271
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object | Special Housing Adaptation grants |
E519658
|
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: Special Housing Adaptation grants | Statement: [Loan Guaranty Service, offersProgram, Special Housing Adaptation grants]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Housing Adaptation grants Context triple: [Loan Guaranty Service, offersProgram, Special Housing Adaptation grants]
-
A.
Specially Adapted Housing grants
chosen
Specially Adapted Housing grants are VA benefits that provide funds to help severely disabled veterans and service members modify or purchase homes to accommodate their service-connected disabilities.
-
B.
Home Affordable Modification Program
The Home Affordable Modification Program was a U.S. government initiative launched after the 2008 financial crisis to help struggling homeowners avoid foreclosure by modifying their mortgage loans to more affordable terms.
-
C.
Section 811 Supportive Housing for Persons with Disabilities Program
The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
-
D.
Section 202 Supportive Housing for the Elderly Program
Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
-
E.
Housing Program
The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
- 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_69bd463b58d88190b258261573de9e91 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd87ec45c48190a8a25bf582b02440 |
completed | March 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4123bab881908379e7612d5b39b9 |
completed | March 22, 2026, 1:08 a.m. |
Created at: March 20, 2026, 2:06 p.m.