Triple

T12412682
Position Surface form Disambiguated ID Type / Status
Subject Blair v. Commissioner E296555 entity
Predicate legalDoctrine P4756 FINISHED
Object assignment of income doctrine
The assignment of income doctrine is a U.S. tax law principle that prevents taxpayers from avoiding tax by transferring the right to receive income to another person while retaining control or ownership of the underlying income-producing property.
E981156 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: assignment of income doctrine | Statement: [Blair v. Commissioner, legalDoctrine, assignment of income doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: assignment of income doctrine
Context triple: [Blair v. Commissioner, legalDoctrine, assignment of income doctrine]
  • A. Personal Income Taxation
    Personal Income Taxation is a foundational work in public finance and tax theory by economist Henry Simons that systematically analyzes the concept, structure, and principles of a comprehensive income tax.
  • B. 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.
  • C. Internal Revenue Allotment system
    The Internal Revenue Allotment system is the mechanism in the Philippines that automatically allocates a share of national government tax revenues to local government units to fund their operations and development programs.
  • D. wage-fund doctrine
    The wage-fund doctrine is a classical economic theory that posits workers’ wages are paid from a fixed, predetermined pool of capital, limiting total employment and wage levels.
  • E. Indirect Tax Clause of the United States Constitution
    The Indirect Tax Clause of the United States Constitution authorizes Congress to levy duties, imposts, and excises that are uniform throughout the United States, forming the basis for many federal consumption and transactional taxes.
  • 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: assignment of income doctrine
Triple: [Blair v. Commissioner, legalDoctrine, assignment of income doctrine]
Generated description
The assignment of income doctrine is a U.S. tax law principle that prevents taxpayers from avoiding tax by transferring the right to receive income to another person while retaining control or ownership of the underlying income-producing property.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: assignment of income doctrine
Target entity description: The assignment of income doctrine is a U.S. tax law principle that prevents taxpayers from avoiding tax by transferring the right to receive income to another person while retaining control or ownership of the underlying income-producing property.
  • A. Personal Income Taxation
    Personal Income Taxation is a foundational work in public finance and tax theory by economist Henry Simons that systematically analyzes the concept, structure, and principles of a comprehensive income tax.
  • B. 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.
  • C. Internal Revenue Allotment system
    The Internal Revenue Allotment system is the mechanism in the Philippines that automatically allocates a share of national government tax revenues to local government units to fund their operations and development programs.
  • D. wage-fund doctrine
    The wage-fund doctrine is a classical economic theory that posits workers’ wages are paid from a fixed, predetermined pool of capital, limiting total employment and wage levels.
  • E. Indirect Tax Clause of the United States Constitution
    The Indirect Tax Clause of the United States Constitution authorizes Congress to levy duties, imposts, and excises that are uniform throughout the United States, forming the basis for many federal consumption and transactional taxes.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d6b0f9c8190813b6fe3f97570ac completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6348ccaf88190aeb0dfb7fe1d8dec completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f635997b088190b6207fcac5594eb2 completed May 2, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69f636d9e13881908d3d08c6cf954304 completed May 2, 2026, 5:39 p.m.
Created at: April 8, 2026, 9:55 p.m.