Triple

T1606433

Position	Surface form	Disambiguated ID	Type / Status
Subject	BRB	`E34513`	entity
Predicate	hearsAppealsFrom	`P1031`	FINISHED
Object	administrative law judges of the U.S. Department of Labor Administrative law judges of the U.S. Department of Labor are specialized federal adjudicators who conduct formal hearings and issue decisions in labor-related disputes under the department’s jurisdiction.	`E181963`	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: administrative law judges of the U.S. Department of Labor | Statement: [BRB, hearsAppealsFrom, administrative law judges of the U.S. Department of Labor]

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

Target entity: administrative law judges of the U.S. Department of Labor
Context triple: [BRB, hearsAppealsFrom, administrative law judges of the U.S. Department of Labor]

A. Office of the Solicitor of the U.S. Department of Labor
The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
B. 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.
C. 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.
D. Office of Administrative Hearings
The Office of Administrative Hearings is a New York State body that conducts and adjudicates administrative hearings and disputes under the jurisdiction of the Department of State.
E. Office of the Deputy Secretary of Labor
The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and 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: administrative law judges of the U.S. Department of Labor
Triple: [BRB, hearsAppealsFrom, administrative law judges of the U.S. Department of Labor]

Generated description

Administrative law judges of the U.S. Department of Labor are specialized federal adjudicators who conduct formal hearings and issue decisions in labor-related disputes under the department’s jurisdiction.

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

Target entity: administrative law judges of the U.S. Department of Labor
Target entity description: Administrative law judges of the U.S. Department of Labor are specialized federal adjudicators who conduct formal hearings and issue decisions in labor-related disputes under the department’s jurisdiction.

A. Office of the Solicitor of the U.S. Department of Labor
The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
B. 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.
C. 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.
D. Office of Administrative Hearings
The Office of Administrative Hearings is a New York State body that conducts and adjudicates administrative hearings and disputes under the jurisdiction of the Department of State.
E. Office of the Deputy Secretary of Labor
The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and 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_69a885fea6a481909fe83ba6441f1774`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a9096b8a788190bd3ca395c32ccf25`	completed	March 5, 2026, 4:41 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad51bff1cc819082208a8a77fae631`	completed	March 8, 2026, 10:38 a.m.
NEDg	Description generation	`batch_69ad522beb488190b5157db37eb0da8e`	completed	March 8, 2026, 10:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad529de3dc819081c8ad3d7aa8bef8`	completed	March 8, 2026, 10:42 a.m.

Created at: March 4, 2026, 7:28 p.m.