Triple

T2714476
Position Surface form Disambiguated ID Type / Status
Subject Taxpayer Advocate Service E59935 entity
Predicate publishes P80 FINISHED
Object Annual Report to Congress
The Annual Report to Congress is a comprehensive yearly report from the Taxpayer Advocate Service that identifies systemic problems in the U.S. tax system and recommends legislative and administrative changes to improve taxpayer rights and IRS operations.
E293822 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: Annual Report to Congress | Statement: [Taxpayer Advocate Service, publishes, Annual Report to Congress]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Annual Report to Congress
Context triple: [Taxpayer Advocate Service, publishes, Annual Report to Congress]
  • A. Annual Report to the President and Congress
    The Annual Report to the President and Congress is a comprehensive yearly document that reviews the performance, oversight activities, and regulatory recommendations concerning the U.S. Postal Service.
  • B. Economic Report of the President
    The Economic Report of the President is an annual U.S. government publication that analyzes the nation’s economic conditions and outlines the administration’s economic policies and priorities.
  • C. BIS Annual Report
    The BIS Annual Report is the flagship publication of the Bank for International Settlements that reviews global economic and financial developments and provides analysis and policy perspectives for central banks and regulators.
  • D. Annual Report of the Council of Economic Advisers
    The Annual Report of the Council of Economic Advisers is a detailed analysis of current economic conditions and policy issues prepared each year by the Council of Economic Advisers for inclusion in the U.S. president’s Economic Report.
  • E. semiannual Humphrey–Hawkins testimony
    The semiannual Humphrey–Hawkins testimony is a twice-yearly report by the Federal Reserve Chair to Congress on monetary policy, economic conditions, and the Fed’s policy objectives.
  • 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: Annual Report to Congress
Triple: [Taxpayer Advocate Service, publishes, Annual Report to Congress]
Generated description
The Annual Report to Congress is a comprehensive yearly report from the Taxpayer Advocate Service that identifies systemic problems in the U.S. tax system and recommends legislative and administrative changes to improve taxpayer rights and IRS operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Annual Report to Congress
Target entity description: The Annual Report to Congress is a comprehensive yearly report from the Taxpayer Advocate Service that identifies systemic problems in the U.S. tax system and recommends legislative and administrative changes to improve taxpayer rights and IRS operations.
  • A. Annual Report to the President and Congress
    The Annual Report to the President and Congress is a comprehensive yearly document that reviews the performance, oversight activities, and regulatory recommendations concerning the U.S. Postal Service.
  • B. Economic Report of the President
    The Economic Report of the President is an annual U.S. government publication that analyzes the nation’s economic conditions and outlines the administration’s economic policies and priorities.
  • C. BIS Annual Report
    The BIS Annual Report is the flagship publication of the Bank for International Settlements that reviews global economic and financial developments and provides analysis and policy perspectives for central banks and regulators.
  • D. Annual Report of the Council of Economic Advisers
    The Annual Report of the Council of Economic Advisers is a detailed analysis of current economic conditions and policy issues prepared each year by the Council of Economic Advisers for inclusion in the U.S. president’s Economic Report.
  • E. semiannual Humphrey–Hawkins testimony
    The semiannual Humphrey–Hawkins testimony is a twice-yearly report by the Federal Reserve Chair to Congress on monetary policy, economic conditions, and the Fed’s policy objectives.
  • 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_69ab4ac92a088190bc74bca14038e3de completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda93a2388190b55a1c821ef6bc64 completed March 7, 2026, 7:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb687f6a081909ab1ba98a6ecc60f completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7c0ac9c819088939e2a20e74c24 completed March 10, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69afb84d36488190b49b05f2d5398627 completed March 10, 2026, 6:21 a.m.
Created at: March 6, 2026, 9:55 p.m.