Triple
T753098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 115th United States Congress |
E15492
|
entity |
| Predicate | notableLegislation |
P15389
|
FINISHED |
| Object |
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.
|
E88596
|
NE FINISHED |
How this triple was built (5 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 Cuts and Jobs Act of 2017 | Statement: [115th United States Congress, notableLegislation, Tax Cuts and Jobs Act of 2017]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tax Cuts and Jobs Act of 2017 Context triple: [115th United States Congress, notableLegislation, Tax Cuts and Jobs Act of 2017]
-
A.
Consolidated Appropriations Act, 2016
The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
-
B.
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.
-
C.
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.
-
D.
Consolidated Appropriations Act, 2023
The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
-
E.
Wheeler-Rayburn Act
The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
- 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: Tax Cuts and Jobs Act of 2017 Triple: [115th United States Congress, notableLegislation, Tax Cuts and Jobs Act of 2017]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tax Cuts and Jobs Act of 2017 Target entity description: 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.
-
A.
Consolidated Appropriations Act, 2016
The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
-
B.
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.
-
C.
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.
-
D.
Consolidated Appropriations Act, 2023
The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
-
E.
Wheeler-Rayburn Act
The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableLegislation Context triple: [115th United States Congress, notableLegislation, Tax Cuts and Jobs Act of 2017]
-
A.
significantLegislation
chosen
Indicates that a piece of legislation has substantial importance or impact within a legal, political, or social context.
-
B.
relatedLegislation
Indicates that there exists a legislative document that is connected to, affects, or is otherwise relevant to the subject entity.
-
C.
passedLegislation
Indicates that a governing body has formally approved and enacted a specific piece of legislation or law.
-
D.
areaOfLegislation
Indicates that one entity defines, concerns, or governs the legal domain or subject matter covered by another entity.
-
E.
notableProposition
Indicates that a subject is associated with a proposition, statement, or claim that is considered notable or significant in some context.
- F. None of above.
Provenance (6 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_69a493599a0081908da65f3407af1ef2 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a64d7d2c8190a6059adcb8fbd34f |
completed | March 1, 2026, 8:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a654eae9608190af3b410ecc041660 |
completed | March 3, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69a65555e7748190b2a55548e4058bc1 |
completed | March 3, 2026, 3:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a656d5f28481908ff3fd5fb71b1440 |
completed | March 3, 2026, 3:34 a.m. |
| PD | Predicate disambiguation | batch_69a4a501c4cc81908de6d63e3d4f60d7 |
completed | March 1, 2026, 8:43 p.m. |
Created at: March 1, 2026, 7:37 p.m.