Triple

T3156351
Position Surface form Disambiguated ID Type / Status
Subject Tax Court Memorandum Opinions E65993 entity
Predicate publishedBy P80 FINISHED
Object 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.
E331958 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: commercial tax reporters | Statement: [Tax Court Memorandum Opinions, publishedBy, commercial tax reporters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: commercial tax reporters
Context triple: [Tax Court Memorandum Opinions, publishedBy, commercial tax reporters]
  • A. 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.
  • B. 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.
  • C. Commercial Division
    The Commercial Division is a unit within the Office of the Attorney General for the District of Columbia that handles legal matters related to the District’s commercial, financial, and business interests.
  • D. Tax Court Reports
    Tax Court Reports is the official published compilation of opinions and decisions issued by the United States Tax Court.
  • E. Business Roundtable
    Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
  • 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: commercial tax reporters
Triple: [Tax Court Memorandum Opinions, publishedBy, commercial tax reporters]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: commercial tax reporters
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Commercial Division
    The Commercial Division is a unit within the Office of the Attorney General for the District of Columbia that handles legal matters related to the District’s commercial, financial, and business interests.
  • D. Tax Court Reports
    Tax Court Reports is the official published compilation of opinions and decisions issued by the United States Tax Court.
  • E. Business Roundtable
    Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
  • 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_69ad85850c1481908a9e9c6242238de2 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5eafa4c8190a65cc1312823144c completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b225068444819080e2b8b6b1260613 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b22574e7c881908e9645f0869d95a8 completed March 12, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69b225f0e0b0819096f8b5f7e7ddd8c3 completed March 12, 2026, 2:33 a.m.
Created at: March 8, 2026, 3:05 p.m.