Triple

T10797083

Position	Surface form	Disambiguated ID	Type / Status
Subject	Public Law 99-514	`E254737`	entity
Predicate	title	`P38`	FINISHED
Object	An Act to reform the internal revenue laws of the United States An Act to reform the internal revenue laws of the United States is the formal title of the Tax Reform Act of 1986, a landmark U.S. federal law that overhauled the federal income tax system by broadening the tax base and lowering tax rates.	`E885625`	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: An Act to reform the internal revenue laws of the United States | Statement: [Public Law 99-514, title, An Act to reform the internal revenue laws of the United States]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: An Act to reform the internal revenue laws of the United States
Context triple: [Public Law 99-514, title, An Act to reform the internal revenue laws of the United States]

A. Revenue Act of 1924
The Revenue Act of 1924 was a major U.S. federal tax law that significantly reduced income tax rates and restructured federal taxation as part of Treasury Secretary Andrew Mellon's broader 1920s tax-cutting program.
B. 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.
C. Revenue Act of 1932
The Revenue Act of 1932 was a U.S. federal law enacted during the Great Depression that sharply increased taxes to address mounting budget deficits and stabilize government finances.
D. Revenue Act of 1921
The Revenue Act of 1921 was a U.S. federal tax law that significantly reduced wartime tax rates and marked the beginning of Treasury Secretary Andrew Mellon's pro-business tax reduction policies in the 1920s.
E. Revenue Act of 1928
The Revenue Act of 1928 was a U.S. federal tax law that significantly revised income tax provisions and became a key subject of judicial interpretation in landmark tax avoidance cases.
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: An Act to reform the internal revenue laws of the United States
Triple: [Public Law 99-514, title, An Act to reform the internal revenue laws of the United States]

Generated description

An Act to reform the internal revenue laws of the United States is the formal title of the Tax Reform Act of 1986, a landmark U.S. federal law that overhauled the federal income tax system by broadening the tax base and lowering tax rates.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: An Act to reform the internal revenue laws of the United States
Target entity description: An Act to reform the internal revenue laws of the United States is the formal title of the Tax Reform Act of 1986, a landmark U.S. federal law that overhauled the federal income tax system by broadening the tax base and lowering tax rates.

A. Revenue Act of 1924
The Revenue Act of 1924 was a major U.S. federal tax law that significantly reduced income tax rates and restructured federal taxation as part of Treasury Secretary Andrew Mellon's broader 1920s tax-cutting program.
B. 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.
C. Revenue Act of 1932
The Revenue Act of 1932 was a U.S. federal law enacted during the Great Depression that sharply increased taxes to address mounting budget deficits and stabilize government finances.
D. Revenue Act of 1921
The Revenue Act of 1921 was a U.S. federal tax law that significantly reduced wartime tax rates and marked the beginning of Treasury Secretary Andrew Mellon's pro-business tax reduction policies in the 1920s.
E. Revenue Act of 1928
The Revenue Act of 1928 was a U.S. federal tax law that significantly revised income tax provisions and became a key subject of judicial interpretation in landmark tax avoidance cases.
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_69d6aa61c15c8190a1839550c56e75e1`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d73333dc4081909faa40c10bce2735`	completed	April 9, 2026, 5:03 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69de566352608190ab15e3a4b690c9a5`	completed	April 14, 2026, 2:59 p.m.
NEDg	Description generation	`batch_69de5eae7ab88190a0c512cfe61e3458`	completed	April 14, 2026, 3:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69de60907e1081908405b6d71adbd388`	completed	April 14, 2026, 3:43 p.m.

Created at: April 8, 2026, 9:17 p.m.