Triple

T12325669
Position Surface form Disambiguated ID Type / Status
Subject Annual Report to Congress (Taxpayer Advocate Service) E293822 entity
Predicate submittedBy P2210 FINISHED
Object National Taxpayer Advocate 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: National Taxpayer Advocate | Statement: [Annual Report to Congress (Taxpayer Advocate Service), submittedBy, National Taxpayer Advocate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Taxpayer Advocate
Context triple: [Annual Report to Congress (Taxpayer Advocate Service), submittedBy, National Taxpayer Advocate]
  • A. 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).
  • B. 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.
  • C. 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.
  • D. Commissioner of Internal Revenue
    The Commissioner of Internal Revenue is the head of the U.S. Internal Revenue Service, responsible for overseeing federal tax administration and enforcement.
  • E. Office of Tax Analysis
    The Office of Tax Analysis is a U.S. Treasury Department division that conducts economic research and revenue estimation to inform federal tax policy decisions.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4e7e588190b37e2413bc649198 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8d27288190bdf32acd600141db completed May 2, 2026, 3:55 p.m.
Created at: April 8, 2026, 9:53 p.m.