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.