Triple
T1257305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Low-Income Housing Tax Credit |
E12422
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | LIHTC |
E12422
|
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: LIHTC | Statement: [Low-Income Housing Tax Credit, alsoKnownAs, LIHTC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LIHTC Context triple: [Low-Income Housing Tax Credit, alsoKnownAs, LIHTC]
-
A.
Low-Income Housing Tax Credit
chosen
The Low-Income Housing Tax Credit is a U.S. federal tax incentive program that encourages private investment in affordable rental housing for low-income households.
-
B.
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.
-
C.
Public Housing Capital Fund
The Public Housing Capital Fund is a federal funding program that provides grants to public housing agencies for the modernization, repair, and development of public housing properties in the United States.
-
D.
Section 8 Housing Choice Voucher Program
The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
-
E.
New Markets Tax Credit Program
The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
- 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_69a4933352e08190ac617291985e76c0 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bfa8cfa08190ac49c437a94a843c |
completed | March 1, 2026, 10:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac93cb76248190a23acb2e76ecfa8d |
completed | March 7, 2026, 9:08 p.m. |
Created at: March 1, 2026, 7:50 p.m.