Triple
T394211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 99th United States Congress |
E8944
|
entity |
| Predicate | enacted |
P6890
|
FINISHED |
| Object |
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.
|
E50001
|
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: Tax Reform Act of 1986 | Statement: [99th United States Congress, enacted, Tax Reform Act of 1986]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tax Reform Act of 1986 Context triple: [99th United States Congress, enacted, Tax Reform Act of 1986]
-
A.
Revenue Act of 1934
The Revenue Act of 1934 was a New Deal-era U.S. federal tax law that increased income and corporate taxes to raise government revenue during the Great Depression.
-
B.
Revenue Act of 1935
The Revenue Act of 1935 was a New Deal-era U.S. federal law that significantly increased taxes on high incomes, large inheritances, and corporate profits in an effort to redistribute wealth during the Great Depression.
-
C.
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.
-
D.
Aldrich–Vreeland Act
The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
-
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. 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 Reform Act of 1986 Triple: [99th United States Congress, enacted, Tax Reform Act of 1986]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tax Reform Act of 1986 Target entity description: 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.
-
A.
Revenue Act of 1934
The Revenue Act of 1934 was a New Deal-era U.S. federal tax law that increased income and corporate taxes to raise government revenue during the Great Depression.
-
B.
Revenue Act of 1935
The Revenue Act of 1935 was a New Deal-era U.S. federal law that significantly increased taxes on high incomes, large inheritances, and corporate profits in an effort to redistribute wealth during the Great Depression.
-
C.
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.
-
D.
Aldrich–Vreeland Act
The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
-
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. 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec77a8a08190b6f96373aa8c1346 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a405f93f448190aa20c8a356a24b89 |
completed | March 1, 2026, 9:25 a.m. |
| NEDg | Description generation | batch_69a406b81e708190b7561fda29cf4b79 |
completed | March 1, 2026, 9:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4081238e881908f0c79ab2d7d774e |
completed | March 1, 2026, 9:34 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.