Triple

T418643
Position Surface form Disambiguated ID Type / Status
Subject Office of Labor-Management Standards E8048 entity
Predicate worksWith P398 FINISHED
Object Office of Inspector General of the U.S. Department of Labor
The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs and operations.
E58792 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: Office of Inspector General of the U.S. Department of Labor | Statement: [Office of Labor-Management Standards, worksWith, Office of Inspector General of the U.S. Department of Labor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Inspector General of the U.S. Department of Labor
Context triple: [Office of Labor-Management Standards, worksWith, Office of Inspector General 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 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.
  • C. 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.
  • D. 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.
  • E. Wage and Hour Division of the U.S. Department of Labor
    The Wage and Hour Division of the U.S. Department of Labor is a federal agency responsible for enforcing federal labor standards, including minimum wage, overtime pay, child labor protections, and related workplace laws.
  • 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: Office of Inspector General of the U.S. Department of Labor
Triple: [Office of Labor-Management Standards, worksWith, Office of Inspector General of the U.S. Department of Labor]
Generated description
The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Inspector General of the U.S. Department of Labor
Target entity description: The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs and operations.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. Wage and Hour Division of the U.S. Department of Labor
    The Wage and Hour Division of the U.S. Department of Labor is a federal agency responsible for enforcing federal labor standards, including minimum wage, overtime pay, child labor protections, and related workplace laws.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee917de48190965fba455efd2320 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a457fba1d08190a8eb41271b59a693 completed March 1, 2026, 3:15 p.m.
NEDg Description generation batch_69a45d7d7bc881908b0862cfe82b73c1 completed March 1, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69a45dd685cc819095bc100ce6c23a78 completed March 1, 2026, 3:40 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.