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.