Triple

T21084952
Position Surface form Disambiguated ID Type / Status
Subject Arizona Revised Statutes E519461 entity
Predicate hasPart P35 FINISHED
Object Title 43 – Taxation of Income
Title 43 – Taxation of Income is the section of the Arizona Revised Statutes that governs the state’s income tax laws, including the assessment, collection, and administration of taxes on individual and corporate income.
 E1465962 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: Title 43 – Taxation of Income | Statement: [Arizona Revised Statutes, hasPart, Title 43 – Taxation of Income]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title 43 – Taxation of Income
Context triple: [Arizona Revised Statutes, hasPart, Title 43 – Taxation of Income]
  • A. Title 47 – Revenue and Taxation
    Title 47 – Revenue and Taxation is the section of the Louisiana Revised Statutes that sets forth the state’s laws governing taxes, fees, and related revenue measures.
  • B. 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.
  • C. Title 43 of the United States Code
    Title 43 of the United States Code is the portion of federal statutory law that governs public lands and related natural resource management in the United States.
  • D. Internal Revenue Code
    The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
  • E. 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.
  • 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: Title 43 – Taxation of Income
Triple: [Arizona Revised Statutes, hasPart, Title 43 – Taxation of Income]
Generated description
Title 43 – Taxation of Income is the section of the Arizona Revised Statutes that governs the state’s income tax laws, including the assessment, collection, and administration of taxes on individual and corporate income.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Title 43 – Taxation of Income
Target entity description: Title 43 – Taxation of Income is the section of the Arizona Revised Statutes that governs the state’s income tax laws, including the assessment, collection, and administration of taxes on individual and corporate income.
  • A. Title 47 – Revenue and Taxation
    Title 47 – Revenue and Taxation is the section of the Louisiana Revised Statutes that sets forth the state’s laws governing taxes, fees, and related revenue measures.
  • B. 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.
  • C. Title 43 of the United States Code
    Title 43 of the United States Code is the portion of federal statutory law that governs public lands and related natural resource management in the United States.
  • D. Internal Revenue Code
    The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
  • E. 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.
  • 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e709498fc081908d92a93e8678c140 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a53da348190b2403c6103450822 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095b36cd84819096cc2fca6356f0c7 completed May 17, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_6a095b9949988190a370e4faed3435a0 completed May 17, 2026, 6:09 a.m.
Created at: April 16, 2026, 2:49 p.m.