Triple

T2684231
Position Surface form Disambiguated ID Type / Status
Subject Internal Revenue Service Restructuring and Reform Act of 1998 E57444 entity
Predicate strengthened P3261 FINISHED
Object Taxpayer Advocate Service E59935 NE FINISHED

How this triple was built (2 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: Taxpayer Advocate Service | Statement: [Internal Revenue Service Restructuring and Reform Act of 1998, strengthened, Taxpayer Advocate Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taxpayer Advocate Service
Context triple: [Internal Revenue Service Restructuring and Reform Act of 1998, strengthened, Taxpayer Advocate Service]
  • A. Taxpayer Advocate Service chosen
    The Taxpayer Advocate Service is an independent organization within the IRS that helps taxpayers resolve problems with the tax system and works to identify and address systemic issues.
  • B. Treasury Inspector General for Tax Administration
    The Treasury Inspector General for Tax Administration is an independent oversight office that audits, investigates, and promotes integrity and efficiency within the U.S. tax administration system, primarily focusing on the Internal Revenue Service (IRS).
  • C. Servicio de Administración Tributaria
    El Servicio de Administración Tributaria (SAT) es la autoridad fiscal de México encargada de la recaudación de impuestos federales, la fiscalización de contribuyentes y la administración aduanera del país.
  • D. Office of Tax Legislative Counsel
    The Office of Tax Legislative Counsel is a division within the U.S. Treasury that develops, reviews, and advises on federal tax legislation and related policy.
  • E. Internal Revenue Service
    The Internal Revenue Service is the U.S. federal agency responsible for administering and enforcing the nation’s tax laws and collecting federal taxes.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9d7692c81909d8fd9ce3817161b completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0700d548190944544495a2d42f6 completed March 10, 2026, 4:39 a.m.
Created at: March 6, 2026, 9:54 p.m.