Triple

T12325774

Position	Surface form	Disambiguated ID	Type / Status
Subject	Systemic Advocacy Management System	`E293824`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	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.	`E975162`	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: Taxpayer Advocate Management Information System | Statement: [Systemic Advocacy Management System, relatedTo, Taxpayer Advocate Management Information System]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Taxpayer Advocate Management Information System
Context triple: [Systemic Advocacy Management System, relatedTo, Taxpayer Advocate Management Information System]

A. Taxpayer Advocate Service
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. 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.
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. Sistema de Administración Financiera Federal
El Sistema de Administración Financiera Federal es la plataforma integral del gobierno mexicano para la gestión, control y registro de los recursos públicos federales.
E. Instrument for Pre-accession Assistance III
Instrument for Pre-accession Assistance III is a European Union funding mechanism that supports candidate and potential candidate countries in preparing for EU membership through financial and technical assistance.
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: Taxpayer Advocate Management Information System
Triple: [Systemic Advocacy Management System, relatedTo, Taxpayer Advocate Management Information System]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Taxpayer Advocate Management Information System
Target entity description: 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.

A. Taxpayer Advocate Service
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. 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.
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. Sistema de Administración Financiera Federal
El Sistema de Administración Financiera Federal es la plataforma integral del gobierno mexicano para la gestión, control y registro de los recursos públicos federales.
E. Instrument for Pre-accession Assistance III
Instrument for Pre-accession Assistance III is a European Union funding mechanism that supports candidate and potential candidate countries in preparing for EU membership through financial and technical assistance.
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_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.
NEDg	Description generation	`batch_69f61f9493d081909a543bcafeb508d1`	completed	May 2, 2026, 4 p.m.
NED2	Entity disambiguation (via description)	`batch_69f620ad9ec0819099909142fbad6412`	completed	May 2, 2026, 4:05 p.m.

Created at: April 8, 2026, 9:53 p.m.