Triple

T14530458
Position Surface form Disambiguated ID Type / Status
Subject Wolters Kluwer E340897 entity
Predicate hasDivision P35 FINISHED
Object Tax & Accounting
Tax & Accounting is a Wolters Kluwer business division that provides professional software, information, and services for tax, accounting, and audit professionals.
E1104296 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: Tax & Accounting | Statement: [Wolters Kluwer, hasDivision, Tax & Accounting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tax & Accounting
Context triple: [Wolters Kluwer, hasDivision, Tax & Accounting]
  • A. 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.
  • B. Tax and Accounting Professionals
    Tax and Accounting Professionals is a Thomson Reuters business division that provides software, research tools, and services to support tax and accounting firms in managing compliance, workflow, and advisory work.
  • C. Business Tax Services
    Business Tax Services is a division that administers and assists with the assessment, collection, and compliance of business-related taxes in New York City.
  • D. Section of Taxation
    The Section of Taxation is the American Bar Association’s primary professional group for lawyers and other practitioners specializing in federal, state, and local tax law.
  • E. commercial tax reporters
    Commercial tax reporters are specialized publications and databases that compile, annotate, and distribute tax-related legal materials and decisions for use by tax professionals and legal practitioners.
  • 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: Tax & Accounting
Triple: [Wolters Kluwer, hasDivision, Tax & Accounting]
Generated description
Tax & Accounting is a Wolters Kluwer business division that provides professional software, information, and services for tax, accounting, and audit professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tax & Accounting
Target entity description: Tax & Accounting is a Wolters Kluwer business division that provides professional software, information, and services for tax, accounting, and audit professionals.
  • A. 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.
  • B. Tax and Accounting Professionals
    Tax and Accounting Professionals is a Thomson Reuters business division that provides software, research tools, and services to support tax and accounting firms in managing compliance, workflow, and advisory work.
  • C. Business Tax Services
    Business Tax Services is a division that administers and assists with the assessment, collection, and compliance of business-related taxes in New York City.
  • D. Section of Taxation
    The Section of Taxation is the American Bar Association’s primary professional group for lawyers and other practitioners specializing in federal, state, and local tax law.
  • E. commercial tax reporters
    Commercial tax reporters are specialized publications and databases that compile, annotate, and distribute tax-related legal materials and decisions for use by tax professionals and legal practitioners.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dea052d01c81909c8592c351be6f35 completed April 14, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a547c408190a1a19e12aac1d5bd completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7be2dc0c8190b8950a1f43ce13ab completed May 8, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69fd7c6422e08190b149efdf58c3572a completed May 8, 2026, 6:02 a.m.
Created at: April 10, 2026, 1:22 a.m.