Triple

T8848954
Position Surface form Disambiguated ID Type / Status
Subject Henry Simons E210583 entity
Predicate notableWork P4 FINISHED
Object 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.
E761205 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: Personal Income Taxation | Statement: [Henry Simons, notableWork, Personal Income Taxation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Personal Income Taxation
Context triple: [Henry Simons, notableWork, Personal Income Taxation]
  • A. Income Tax Amendment
    The Income Tax Amendment is the Sixteenth Amendment to the U.S. Constitution, which authorized Congress to levy a federal income tax without apportioning it among the states.
  • B. Income Tax Act
    The Income Tax Act is the primary Canadian federal law that sets out the rules for calculating, reporting, and paying income tax for individuals and businesses.
  • C. Income Tax Division
    The Income Tax Division is a unit within Guam’s Department of Revenue and Taxation responsible for administering and enforcing the territory’s income tax laws and regulations.
  • D. Subtitle A – Income Taxes
    Subtitle A – Income Taxes is the portion of the U.S. Internal Revenue Code that sets out the primary federal income tax laws for individuals, corporations, and other taxpayers.
  • E. Finance and Taxation
    Finance and Taxation is a section of the Maryland Constitution that outlines the state's fiscal policies, revenue-raising powers, and rules governing public spending and taxation.
  • 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: Personal Income Taxation
Triple: [Henry Simons, notableWork, Personal Income Taxation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Personal Income Taxation
Target entity description: 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.
  • A. Income Tax Amendment
    The Income Tax Amendment is the Sixteenth Amendment to the U.S. Constitution, which authorized Congress to levy a federal income tax without apportioning it among the states.
  • B. Income Tax Act
    The Income Tax Act is the primary Canadian federal law that sets out the rules for calculating, reporting, and paying income tax for individuals and businesses.
  • C. Income Tax Division
    The Income Tax Division is a unit within Guam’s Department of Revenue and Taxation responsible for administering and enforcing the territory’s income tax laws and regulations.
  • D. Subtitle A – Income Taxes
    Subtitle A – Income Taxes is the portion of the U.S. Internal Revenue Code that sets out the primary federal income tax laws for individuals, corporations, and other taxpayers.
  • E. Finance and Taxation
    Finance and Taxation is a section of the Maryland Constitution that outlines the state's fiscal policies, revenue-raising powers, and rules governing public spending and taxation.
  • 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60aa6db0819097c3257499200afc completed April 1, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89c6788881908d6f5c49434b556d completed April 3, 2026, 9:35 a.m.
NEDg Description generation batch_69cf8ab7da348190b423f0768fe9dc1a completed April 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69cf8bd252a4819098891bbb67baf897 completed April 3, 2026, 9:43 a.m.
Created at: March 30, 2026, 6:49 p.m.