Triple
T1257310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Low-Income Housing Tax Credit |
E12422
|
entity |
| Predicate | enactedBy |
P1115
|
FINISHED |
| Object | Tax Reform Act of 1986 |
E50001
|
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: Tax Reform Act of 1986 | Statement: [Low-Income Housing Tax Credit, enactedBy, Tax Reform Act of 1986]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tax Reform Act of 1986 Context triple: [Low-Income Housing Tax Credit, enactedBy, Tax Reform Act of 1986]
-
A.
Tax Reform Act of 1986
chosen
The Tax Reform Act of 1986 was a landmark U.S. federal law that overhauled the tax code by lowering rates, broadening the tax base, and eliminating many deductions and shelters.
-
B.
Economic Recovery Tax Act of 1981
The Economic Recovery Tax Act of 1981 was a major U.S. federal law that sharply reduced income tax rates and accelerated depreciation in an effort to stimulate economic growth under President Ronald Reagan’s supply-side economic program.
-
C.
Internal Revenue Service Restructuring and Reform Act of 1998
The Internal Revenue Service Restructuring and Reform Act of 1998 is a major U.S. federal law that overhauled the IRS’s organization, strengthened taxpayer rights, and increased oversight and accountability of tax administration.
-
D.
Revenue Act of 1934
The Revenue Act of 1934 was a New Deal-era U.S. federal tax law that increased income and corporate taxes to raise government revenue during the Great Depression.
-
E.
Revenue Act of 1935
The Revenue Act of 1935 was a New Deal-era U.S. federal law that significantly increased taxes on high incomes, large inheritances, and corporate profits in an effort to redistribute wealth during the Great Depression.
- 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.