Triple

T254002

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bureau of the Fiscal Service	`E5396`	entity
Predicate	formedByMergerOf	`P77`	FINISHED
Object	Financial Management Service The Financial Management Service was a U.S. Treasury bureau responsible for central government payments, collections, and debt management operations before being merged into the Bureau of the Fiscal Service.	`E5396`	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: Financial Management Service | Statement: [Bureau of the Fiscal Service, formedByMergerOf, Financial Management Service]

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

Target entity: Financial Management Service
Context triple: [Bureau of the Fiscal Service, formedByMergerOf, Financial Management Service]

A. Foreign Bank and Financial Accounts Reports
Foreign Bank and Financial Accounts Reports are mandatory U.S. filings that disclose individuals’ and entities’ financial interests in or authority over foreign bank and financial accounts to help prevent tax evasion and financial crimes.
B. Money
Money is a personal finance magazine and media brand that provides advice and information on investing, saving, budgeting, and financial planning for consumers.
C. Bureau of the Fiscal Service
The Bureau of the Fiscal Service is a U.S. government agency responsible for managing the federal government's central accounting, collections, payments, and public debt.
D. Office of the Chief Financial Officer
The Office of the Chief Financial Officer is the division within the U.S. Department of Labor responsible for overseeing the department’s financial management, budgeting, and fiscal policy.
E. Office of the Chief Financial Officer
The Office of the Chief Financial Officer is the unit within the United States Copyright Office responsible for overseeing its financial management, budgeting, and related administrative fiscal functions.
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: Financial Management Service
Triple: [Bureau of the Fiscal Service, formedByMergerOf, Financial Management Service]

Generated description

The Financial Management Service was a U.S. Treasury bureau responsible for central government payments, collections, and debt management operations before being merged into the Bureau of the Fiscal Service.

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

Target entity: Financial Management Service
Target entity description: The Financial Management Service was a U.S. Treasury bureau responsible for central government payments, collections, and debt management operations before being merged into the Bureau of the Fiscal Service.

A. Foreign Bank and Financial Accounts Reports
Foreign Bank and Financial Accounts Reports are mandatory U.S. filings that disclose individuals’ and entities’ financial interests in or authority over foreign bank and financial accounts to help prevent tax evasion and financial crimes.
B. Money
Money is a personal finance magazine and media brand that provides advice and information on investing, saving, budgeting, and financial planning for consumers.
C. Bureau of the Fiscal Service chosen
The Bureau of the Fiscal Service is a U.S. government agency responsible for managing the federal government's central accounting, collections, payments, and public debt.
D. Office of the Chief Financial Officer
The Office of the Chief Financial Officer is the division within the U.S. Department of Labor responsible for overseeing the department’s financial management, budgeting, and fiscal policy.
E. Office of the Chief Financial Officer
The Office of the Chief Financial Officer is the unit within the United States Copyright Office responsible for overseeing its financial management, budgeting, and related administrative fiscal functions.
F. None of above.

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_69a2580a64ac8190ad76e34bb0715b5e`	completed	Feb. 28, 2026, 2:50 a.m.
NER	Named-entity recognition	`batch_69a25d548cac819081b1636b2a057c62`	completed	Feb. 28, 2026, 3:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3765f5b408190af6e185d6617ef5b`	completed	Feb. 28, 2026, 11:12 p.m.
NEDg	Description generation	`batch_69a3784b3104819096bfbbfe2fc18d6a`	completed	Feb. 28, 2026, 11:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69a378ac061c8190b8f38a6711cf821e`	completed	Feb. 28, 2026, 11:22 p.m.

Created at: Feb. 28, 2026, 2:55 a.m.