Triple

T803479

Position	Surface form	Disambiguated ID	Type / Status
Subject	Title 31 of the United States Code	`E17178`	entity
Predicate	contains	`P35`	FINISHED
Object	Chapter 9 – Agency Chief Financial Officers Chapter 9 – Agency Chief Financial Officers is a section of U.S. federal law that establishes the roles, responsibilities, and financial management standards for chief financial officers in executive agencies.	`E95116`	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: Chapter 9 – Agency Chief Financial Officers | Statement: [Title 31 of the United States Code, contains, Chapter 9 – Agency Chief Financial Officers]

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

Target entity: Chapter 9 – Agency Chief Financial Officers
Context triple: [Title 31 of the United States Code, contains, Chapter 9 – Agency Chief Financial Officers]

A. 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.
B. 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.
C. Office of the Chief Financial Officer
The Office of the Chief Financial Officer is the component within the U.S. Office of the Director of National Intelligence responsible for overseeing budgeting, financial management, and resource allocation across the intelligence community.
D. Office of the Chief Financial Officer
The Office of the Chief Financial Officer is a financial management and oversight unit within the U.S. Department of Justice’s Office of Justice Programs, responsible for budgeting, accounting, and fiscal policy support.
E. Office of the Chief Financial Officer and Director of Administration
The Office of the Chief Financial Officer and Director of Administration is the unit within the International Trade Administration responsible for overseeing its financial management, budgeting, and administrative operations.
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: Chapter 9 – Agency Chief Financial Officers
Triple: [Title 31 of the United States Code, contains, Chapter 9 – Agency Chief Financial Officers]

Generated description

Chapter 9 – Agency Chief Financial Officers is a section of U.S. federal law that establishes the roles, responsibilities, and financial management standards for chief financial officers in executive agencies.

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

Target entity: Chapter 9 – Agency Chief Financial Officers
Target entity description: Chapter 9 – Agency Chief Financial Officers is a section of U.S. federal law that establishes the roles, responsibilities, and financial management standards for chief financial officers in executive agencies.

A. 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.
B. 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.
C. Office of the Chief Financial Officer
The Office of the Chief Financial Officer is the component within the U.S. Office of the Director of National Intelligence responsible for overseeing budgeting, financial management, and resource allocation across the intelligence community.
D. Office of the Chief Financial Officer
The Office of the Chief Financial Officer is a financial management and oversight unit within the U.S. Department of Justice’s Office of Justice Programs, responsible for budgeting, accounting, and fiscal policy support.
E. Office of the Chief Financial Officer and Director of Administration
The Office of the Chief Financial Officer and Director of Administration is the unit within the International Trade Administration responsible for overseeing its financial management, budgeting, and administrative operations.
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_69a49378b9c48190adbf5f62e5b7aca1`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4aabd9fc081908ccadd8e8769de2d`	completed	March 1, 2026, 9:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a68926c04081908923a7d114d1842d`	completed	March 3, 2026, 7:09 a.m.
NEDg	Description generation	`batch_69a693cf5f348190868cdf3539274aeb`	completed	March 3, 2026, 7:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69a6d5bc74008190b94ef7ea63f39671`	completed	March 3, 2026, 12:36 p.m.

Created at: March 1, 2026, 7:38 p.m.