Triple

T1446586
Position Surface form Disambiguated ID Type / Status
Subject Uniformed Services Employment and Reemployment Rights Act E31190 entity
Predicate allows P273 FINISHED
Object Office of Special Counsel to bring enforcement actions for federal employees
The Office of Special Counsel is an independent U.S. federal agency that investigates and prosecutes prohibited personnel practices and protects federal employees, including whistleblowers, from retaliation and other workplace rights violations.
E165744 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 Special Counsel to bring enforcement actions for federal employees | Statement: [Uniformed Services Employment and Reemployment Rights Act, allows, Office of Special Counsel to bring enforcement actions for federal employees]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Special Counsel to bring enforcement actions for federal employees
Context triple: [Uniformed Services Employment and Reemployment Rights Act, allows, Office of Special Counsel to bring enforcement actions for federal employees]
  • A. Federal Employee Antidiscrimination Act of 2019
    The Federal Employee Antidiscrimination Act of 2019 is a U.S. law that strengthens protections, reporting requirements, and accountability measures related to discrimination and retaliation against federal employees.
  • B. 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.
  • C. Office of Enforcement
    The Office of Enforcement is a division within the U.S. Bureau of Safety and Environmental Enforcement responsible for ensuring compliance with offshore energy safety and environmental regulations through inspections, investigations, and enforcement actions.
  • D. 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.
  • E. 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.
  • 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 Special Counsel to bring enforcement actions for federal employees
Triple: [Uniformed Services Employment and Reemployment Rights Act, allows, Office of Special Counsel to bring enforcement actions for federal employees]
Generated description
The Office of Special Counsel is an independent U.S. federal agency that investigates and prosecutes prohibited personnel practices and protects federal employees, including whistleblowers, from retaliation and other workplace rights violations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Special Counsel to bring enforcement actions for federal employees
Target entity description: The Office of Special Counsel is an independent U.S. federal agency that investigates and prosecutes prohibited personnel practices and protects federal employees, including whistleblowers, from retaliation and other workplace rights violations.
  • A. Federal Employee Antidiscrimination Act of 2019
    The Federal Employee Antidiscrimination Act of 2019 is a U.S. law that strengthens protections, reporting requirements, and accountability measures related to discrimination and retaliation against federal employees.
  • B. 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.
  • C. Office of Enforcement
    The Office of Enforcement is a division within the U.S. Bureau of Safety and Environmental Enforcement responsible for ensuring compliance with offshore energy safety and environmental regulations through inspections, investigations, and enforcement actions.
  • D. 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.
  • E. 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.
  • 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_69a4991633388190a4d61b5a98aa407a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c558e0e081909802753872374d7b completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c046b08190a448ba2549dc5e00 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09ec3b388190b492e8959a3617c9 completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0aefb1c88190a368d68454a0b9d0 completed March 8, 2026, 5:36 a.m.
Created at: March 1, 2026, 8 p.m.