Triple

T2684234
Position Surface form Disambiguated ID Type / Status
Subject Internal Revenue Service Restructuring and Reform Act of 1998 E57444 entity
Predicate containsProvision P1393 FINISHED
Object Taxpayer Bill of Rights 3
Taxpayer Bill of Rights 3 is a set of statutory protections and procedural safeguards designed to strengthen and expand the rights of U.S. taxpayers in their dealings with the Internal Revenue Service.
E287487 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: Taxpayer Bill of Rights 3 | Statement: [Internal Revenue Service Restructuring and Reform Act of 1998, containsProvision, Taxpayer Bill of Rights 3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taxpayer Bill of Rights 3
Context triple: [Internal Revenue Service Restructuring and Reform Act of 1998, containsProvision, Taxpayer Bill of Rights 3]
  • A. Article III (National Treatment on Internal Taxation and Regulation)
    Article III (National Treatment on Internal Taxation and Regulation) is a core provision of the GATT that requires WTO members to treat imported products no less favorably than like domestic products in respect of internal taxes and regulations, thereby preventing protectionist use of domestic 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. Title III Tax-related Health Provisions
    Title III Tax-related Health Provisions is a section of U.S. federal health law that establishes various tax rules and incentives related to health insurance coverage and medical expenses.
  • D. 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.
  • E. Direct Tax Clause of the United States Constitution
    The Direct Tax Clause of the United States Constitution is a provision that restricts the federal government from imposing direct taxes unless they are apportioned among the states according to population.
  • 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: Taxpayer Bill of Rights 3
Triple: [Internal Revenue Service Restructuring and Reform Act of 1998, containsProvision, Taxpayer Bill of Rights 3]
Generated description
Taxpayer Bill of Rights 3 is a set of statutory protections and procedural safeguards designed to strengthen and expand the rights of U.S. taxpayers in their dealings with the Internal Revenue Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taxpayer Bill of Rights 3
Target entity description: Taxpayer Bill of Rights 3 is a set of statutory protections and procedural safeguards designed to strengthen and expand the rights of U.S. taxpayers in their dealings with the Internal Revenue Service.
  • A. Article III (National Treatment on Internal Taxation and Regulation)
    Article III (National Treatment on Internal Taxation and Regulation) is a core provision of the GATT that requires WTO members to treat imported products no less favorably than like domestic products in respect of internal taxes and regulations, thereby preventing protectionist use of domestic 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. Title III Tax-related Health Provisions
    Title III Tax-related Health Provisions is a section of U.S. federal health law that establishes various tax rules and incentives related to health insurance coverage and medical expenses.
  • D. 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.
  • E. Direct Tax Clause of the United States Constitution
    The Direct Tax Clause of the United States Constitution is a provision that restricts the federal government from imposing direct taxes unless they are apportioned among the states according to population.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9d7692c81909d8fd9ce3817161b completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0700d548190944544495a2d42f6 completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa1196aac81909b25557dff5acf5e completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1a7d9b48190a8b14a7d209e1f26 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.