Triple
T18370833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California State Auditor |
E446175
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Whistleblower Hotline Program
The Whistleblower Hotline Program is a confidential reporting system operated by the California State Auditor that allows individuals to report allegations of fraud, waste, abuse, and other improper governmental activities within state agencies.
|
E1320779
|
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: Whistleblower Hotline Program | Statement: [California State Auditor, hasProgram, Whistleblower Hotline Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whistleblower Hotline Program Context triple: [California State Auditor, hasProgram, Whistleblower Hotline Program]
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Whistleblower
Whistleblower is a suspense novel by Tess Gerritsen that blends medical and political intrigue as a woman becomes entangled in a deadly conspiracy after rescuing a mysterious man.
- 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: Whistleblower Hotline Program Triple: [California State Auditor, hasProgram, Whistleblower Hotline Program]
Generated description
The Whistleblower Hotline Program is a confidential reporting system operated by the California State Auditor that allows individuals to report allegations of fraud, waste, abuse, and other improper governmental activities within state agencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whistleblower Hotline Program Target entity description: The Whistleblower Hotline Program is a confidential reporting system operated by the California State Auditor that allows individuals to report allegations of fraud, waste, abuse, and other improper governmental activities within state agencies.
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Whistleblower
Whistleblower is a suspense novel by Tess Gerritsen that blends medical and political intrigue as a woman becomes entangled in a deadly conspiracy after rescuing a mysterious man.
- 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5175324e48190a00572e15423feb7 |
completed | April 19, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03d77869e48190a7221d97c99dd2fd |
completed | May 13, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_6a03d831538881908117b180f6cb16da |
completed | May 13, 2026, 1:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03d8b2a8208190a3c346db913cf58c |
completed | May 13, 2026, 1:49 a.m. |
Created at: April 10, 2026, 10:44 a.m.