Triple
T3822165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tax Cuts and Jobs Act of 2017 |
E88596
|
entity |
| Predicate | nickName |
P2937
|
FINISHED |
| Object | Trump tax cuts |
E88596
|
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: Trump tax cuts | Statement: [Tax Cuts and Jobs Act of 2017, nickName, Trump tax cuts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trump tax cuts Context triple: [Tax Cuts and Jobs Act of 2017, nickName, Trump tax cuts]
-
A.
Tax Cuts and Jobs Act of 2017
chosen
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.
-
B.
Mellon tax cuts of the 1920s
The Mellon tax cuts of the 1920s were a series of U.S. federal income tax reductions championed by Treasury Secretary Andrew Mellon that significantly lowered top marginal rates in an effort to spur investment and economic growth.
-
C.
Trump Management
Trump Management was the real estate development and management company founded by Fred Trump that oversaw his extensive portfolio of residential properties in New York City.
-
D.
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.
-
E.
Reaganomics
Reaganomics is the conservative, supply-side economic program of U.S. President Ronald Reagan, emphasizing tax cuts, deregulation, reduced social spending, and tight monetary policy to curb inflation and stimulate growth.
- 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeea62cdfc81909a3bf458b73d60e7 |
completed | March 9, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb4c70008190bb8712f46f40d6f8 |
completed | March 14, 2026, 6:08 a.m. |
Created at: March 9, 2026, 3:17 p.m.