Triple

T6301862

Position	Surface form	Disambiguated ID	Type / Status
Subject	Title 20 of the Code of Federal Regulations	`E141273`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	20 CFR 20 CFR is the section of the U.S. Code of Federal Regulations that sets forth federal rules and procedures primarily governing employees’ benefits and labor-related programs.	`E584573`	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: 20 CFR | Statement: [Title 20 of the Code of Federal Regulations, abbreviation, 20 CFR]

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

Target entity: 20 CFR
Context triple: [Title 20 of the Code of Federal Regulations, abbreviation, 20 CFR]

A. 29 CFR Part 570
29 CFR Part 570 is the U.S. federal regulation that sets child labor standards, including permissible work hours and occupations for minors under the Fair Labor Standards Act.
B. United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
C. Office of the Assistant Secretaries of Labor
The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
D. social security administration
The social security administration is a public system or authority that manages and delivers social insurance and welfare benefits such as pensions, disability support, and income security to eligible residents.
E. Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
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: 20 CFR
Triple: [Title 20 of the Code of Federal Regulations, abbreviation, 20 CFR]

Generated description

20 CFR is the section of the U.S. Code of Federal Regulations that sets forth federal rules and procedures primarily governing employees’ benefits and labor-related programs.

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

Target entity: 20 CFR
Target entity description: 20 CFR is the section of the U.S. Code of Federal Regulations that sets forth federal rules and procedures primarily governing employees’ benefits and labor-related programs.

A. 29 CFR Part 570
29 CFR Part 570 is the U.S. federal regulation that sets child labor standards, including permissible work hours and occupations for minors under the Fair Labor Standards Act.
B. United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
C. Office of the Assistant Secretaries of Labor
The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
D. social security administration
The social security administration is a public system or authority that manages and delivers social insurance and welfare benefits such as pensions, disability support, and income security to eligible residents.
E. Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
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_69c008cf0ad4819095def81e2bd42f9f`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c0645cfca88190ace060ef5b0e00e8`	completed	March 22, 2026, 9:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c5e436e7ec8190a5ea470eb83ddaea`	completed	March 27, 2026, 1:58 a.m.
NEDg	Description generation	`batch_69c5f3374b64819090c65e0bfdba116a`	completed	March 27, 2026, 3:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69c5f3d2e39c8190b579638ce8897c2d`	completed	March 27, 2026, 3:04 a.m.

Created at: March 22, 2026, 4:27 p.m.