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.