Triple
T13359073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Assistant Secretary of Labor for Occupational Safety and Health |
E318774
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
OSHA whistleblower protection programs
OSHA whistleblower protection programs are federal initiatives that investigate and protect workers who report safety, health, and other workplace violations from employer retaliation.
|
E1036656
|
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: OSHA whistleblower protection programs | Statement: [Assistant Secretary of Labor for Occupational Safety and Health, oversees, OSHA whistleblower protection programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OSHA whistleblower protection programs Context triple: [Assistant Secretary of Labor for Occupational Safety and Health, oversees, OSHA whistleblower protection programs]
-
A.
Whistleblower Reprisal Investigations
Whistleblower Reprisal Investigations is a component of the Department of Defense Inspector General that investigates and addresses retaliation against individuals who report wrongdoing within the DoD.
-
B.
Whistleblower Protection Act
The Whistleblower Protection Act is a U.S. federal law that safeguards federal employees who disclose evidence of wrongdoing from retaliation by their employers.
-
C.
Occupational Safety and Health Review Commission
The Occupational Safety and Health Review Commission is an independent federal adjudicatory agency that resolves disputes between employers and the Occupational Safety and Health Administration over workplace safety and health citations.
-
D.
Whistleblower Protection Enhancement Act
The Whistleblower Protection Enhancement Act is a U.S. federal law that strengthens and clarifies protections for government employees who disclose waste, fraud, abuse, or other wrongdoing, expanding their rights and remedies against retaliation.
-
E.
Health Hazard Evaluation Program
The Health Hazard Evaluation Program is a NIOSH initiative that investigates potential workplace health risks and provides recommendations to improve worker safety and prevent occupational illness.
- 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: OSHA whistleblower protection programs Triple: [Assistant Secretary of Labor for Occupational Safety and Health, oversees, OSHA whistleblower protection programs]
Generated description
OSHA whistleblower protection programs are federal initiatives that investigate and protect workers who report safety, health, and other workplace violations from employer retaliation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OSHA whistleblower protection programs Target entity description: OSHA whistleblower protection programs are federal initiatives that investigate and protect workers who report safety, health, and other workplace violations from employer retaliation.
-
A.
Whistleblower Reprisal Investigations
Whistleblower Reprisal Investigations is a component of the Department of Defense Inspector General that investigates and addresses retaliation against individuals who report wrongdoing within the DoD.
-
B.
Whistleblower Protection Act
The Whistleblower Protection Act is a U.S. federal law that safeguards federal employees who disclose evidence of wrongdoing from retaliation by their employers.
-
C.
Occupational Safety and Health Review Commission
The Occupational Safety and Health Review Commission is an independent federal adjudicatory agency that resolves disputes between employers and the Occupational Safety and Health Administration over workplace safety and health citations.
-
D.
Whistleblower Protection Enhancement Act
The Whistleblower Protection Enhancement Act is a U.S. federal law that strengthens and clarifies protections for government employees who disclose waste, fraud, abuse, or other wrongdoing, expanding their rights and remedies against retaliation.
-
E.
Health Hazard Evaluation Program
The Health Hazard Evaluation Program is a NIOSH initiative that investigates potential workplace health risks and provides recommendations to improve worker safety and prevent occupational illness.
- 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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69da62887e588190bd7241c720a112a2 |
completed | April 11, 2026, 3:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7267ab580819091577c24dd952c99 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7277a73248190aa59a997d719cab8 |
completed | May 3, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7281e150081909a92201ceb30b8d6 |
completed | May 3, 2026, 10:49 a.m. |
Created at: April 9, 2026, 9:32 p.m.