Triple
T4187605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Habitat ReStore |
E88349
|
entity |
| Predicate | beneficiary |
P487
|
FINISHED |
| Object | Habitat for Humanity housing programs |
E14656
|
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: Habitat for Humanity housing programs | Statement: [Habitat ReStore, beneficiary, Habitat for Humanity housing programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Habitat for Humanity housing programs Context triple: [Habitat ReStore, beneficiary, Habitat for Humanity housing programs]
-
A.
Habitat for Humanity International
chosen
Habitat for Humanity International is a global nonprofit organization that partners with communities and volunteers to build and improve affordable housing for people in need.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Housing Trust Fund
The Housing Trust Fund is a federal affordable housing program that provides grants to states to produce, preserve, and rehabilitate housing for extremely low- and very low-income households.
- 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_69aed9477e8c81908bcb862d2db55b1d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0325a82c8190849d8a828e2c7b44 |
completed | March 9, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b58a034f6481909a3126d8832f7821 |
completed | March 14, 2026, 4:17 p.m. |
Created at: March 9, 2026, 3:45 p.m.