Triple

T8671462
Position Surface form Disambiguated ID Type / Status
Subject Revenue Act of 1964 E205806 entity
Predicate alsoKnownAs P39 FINISHED
Object 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.
E750144 NE FINISHED

How this triple was built (4 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: Kennedy tax cut | Statement: [Revenue Act of 1964, alsoKnownAs, Kennedy tax cut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kennedy tax cut
Context triple: [Revenue Act of 1964, alsoKnownAs, Kennedy tax cut]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Omnibus Budget Reconciliation Act of 1980
    The Omnibus Budget Reconciliation Act of 1980 was a U.S. federal law that implemented wide-ranging budget cuts and policy changes to reduce federal spending and address the growing national deficit at the start of the 1980s.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kennedy tax cut
Triple: [Revenue Act of 1964, alsoKnownAs, Kennedy tax cut]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kennedy tax cut
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Omnibus Budget Reconciliation Act of 1980
    The Omnibus Budget Reconciliation Act of 1980 was a U.S. federal law that implemented wide-ranging budget cuts and policy changes to reduce federal spending and address the growing national deficit at the start of the 1980s.
  • F. None of above. chosen

Provenance (5 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_69ca83529a9c8190b5c075b4f14636ed completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc491a34d08190b0795079d192a03d completed March 31, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd3a3c5c8190940a61e7e7b3e887 completed April 2, 2026, 8:10 p.m.
NEDg Description generation batch_69cece8fcbcc8190832a66287bc8f833 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecff48600819086a15700cb947056 completed April 2, 2026, 8:22 p.m.
Created at: March 30, 2026, 6:31 p.m.