Triple
T13236632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 97-34 |
E315162
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | Kemp–Roth Tax Cut |
E79882
|
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: Kemp–Roth Tax Cut | Statement: [Public Law 97-34, alsoKnownAs, Kemp–Roth Tax Cut]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kemp–Roth Tax Cut Context triple: [Public Law 97-34, alsoKnownAs, Kemp–Roth Tax Cut]
-
A.
Kennedy tax cut
The Kennedy tax cut refers to the major early-1960s U.S. income tax reduction championed by President John F. Kennedy and enacted in 1964 to stimulate economic growth.
-
B.
Gramm–Latta Budget
The Gramm–Latta Budget was a landmark 1981 U.S. federal budget package that implemented President Ronald Reagan’s early economic agenda, featuring major tax cuts and reductions in domestic spending.
-
C.
Simpson–Bowles deficit reduction plan
The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
-
D.
Economic Recovery Tax Act of 1981
chosen
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.
Economic Growth and Tax Relief Reconciliation Act of 2001
The Economic Growth and Tax Relief Reconciliation Act of 2001 was a major U.S. federal law that substantially reduced income, estate, and other taxes, forming the core of President George W. Bush’s early tax-cut agenda.
- 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_69d806b1072881909e46bd212259c5f0 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98d56da008190af55da3a9e7ffd4d |
completed | April 10, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a35ccc88190881a7066b7af8fea |
completed | May 3, 2026, 8:41 a.m. |
Created at: April 9, 2026, 9:22 p.m.