Triple
T12325710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Objectives Report to Congress |
E293823
|
entity |
| Predicate | publishedBy |
P80
|
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: [Objectives Report to Congress, publishedBy, Taxpayer Advocate Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taxpayer Advocate Service Context triple: [Objectives Report to Congress, publishedBy, 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.
Taxpayer Services Division
The Taxpayer Services Division is a unit within the Guam Department of Revenue and Taxation responsible for assisting taxpayers with compliance, inquiries, and related tax administration services.
-
C.
Taxpayer Advocate Management Information System
The Taxpayer Advocate Management Information System is an IRS case management and data system used by the Taxpayer Advocate Service to track, analyze, and resolve taxpayer problems and identify systemic issues.
-
D.
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).
-
E.
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.
- 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_69f62a9f708081908c052333c3b7df4c |
completed | May 2, 2026, 4:47 p.m. |
Created at: April 8, 2026, 9:53 p.m.