Triple
T9555770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steven Mnuchin as United States Secretary of the Treasury |
E230535
|
entity |
| Predicate | notableAction |
P1706
|
FINISHED |
| Object | participated in drafting Tax Cuts and Jobs Act legislative framework |
E16310
|
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: participated in drafting Tax Cuts and Jobs Act legislative framework | Statement: [Steven Mnuchin as United States Secretary of the Treasury, notableAction, participated in drafting Tax Cuts and Jobs Act legislative framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: participated in drafting Tax Cuts and Jobs Act legislative framework Context triple: [Steven Mnuchin as United States Secretary of the Treasury, notableAction, participated in drafting Tax Cuts and Jobs Act legislative framework]
-
A.
Congressional tax-writing committees
Congressional tax-writing committees are key U.S. congressional bodies, primarily the House Ways and Means Committee and the Senate Finance Committee, responsible for drafting and overseeing federal tax legislation.
-
B.
Tax Cuts and Jobs Act of 2017
The Tax Cuts and Jobs Act of 2017 is a major U.S. federal law that overhauled the tax code by cutting corporate tax rates, altering individual income tax brackets and deductions, and reshaping business taxation.
-
C.
Joint Committee on Taxation
The Joint Committee on Taxation is a nonpartisan committee of the U.S. Congress that provides expert analysis, revenue estimates, and technical assistance on federal tax legislation.
-
D.
Office of Tax Legislative Counsel
chosen
The Office of Tax Legislative Counsel is a division within the U.S. Treasury that develops, reviews, and advises on federal tax legislation and related policy.
-
E.
Tax Reform Act of 1986
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.
- 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_69ca847d3be8819099c9dad2a7e786f1 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9927209c8190bbb494fc9003bc99 |
completed | April 1, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d152913df0819089ec9656dcdc9fa1 |
completed | April 4, 2026, 6:04 p.m. |
Created at: March 30, 2026, 8:03 p.m.