Ariel Herbert-Voss
E457865
Ariel Herbert-Voss is a machine learning researcher known for her work at OpenAI on large language models and AI safety.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Ariel Herbert-Voss canonical | 7 |
How this entity was disambiguated
This entity first appeared as the object of triple T4651165 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ariel Herbert-Voss Context triple: [Tom B. Brown, hasCoAuthor, Ariel Herbert-Voss]
-
A.
Tessa Berens
Tessa Berens is a fictional character from the work titled "The Silence."
-
B.
Leilani Sarelle
Leilani Sarelle is an American actress best known for her role as Roxy in the 1992 thriller film "Basic Instinct."
-
C.
Alexia Barroso
Alexia Barroso is the stepdaughter of actor Matt Damon, known for largely maintaining a private life outside of the public spotlight.
-
D.
Everly Carganilla
Everly Carganilla is a young American child actress known for roles in film and television, including the Netflix series "The Chair."
-
E.
Lara Lea Yunaska
Lara Lea Yunaska is an American television producer and political figure best known as Lara Trump, the wife of Eric Trump and a prominent surrogate and adviser in Donald Trump’s political campaigns.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ariel Herbert-Voss Target entity description: Ariel Herbert-Voss is a machine learning researcher known for her work at OpenAI on large language models and AI safety.
-
A.
Tessa Berens
Tessa Berens is a fictional character from the work titled "The Silence."
-
B.
Leilani Sarelle
Leilani Sarelle is an American actress best known for her role as Roxy in the 1992 thriller film "Basic Instinct."
-
C.
Alexia Barroso
Alexia Barroso is the stepdaughter of actor Matt Damon, known for largely maintaining a private life outside of the public spotlight.
-
D.
Everly Carganilla
Everly Carganilla is a young American child actress known for roles in film and television, including the Netflix series "The Chair."
-
E.
Lara Lea Yunaska
Lara Lea Yunaska is an American television producer and political figure best known as Lara Trump, the wife of Eric Trump and a prominent surrogate and adviser in Donald Trump’s political campaigns.
- F. None of above. chosen
Statements (24)
| Predicate | Object |
|---|---|
| instanceOf |
machine learning researcher
ⓘ
person ⓘ |
| educatedAt |
Harvard University
ⓘ
Massachusetts Institute of Technology ⓘ |
| employer | OpenAI ⓘ |
| fieldOfWork |
AI safety
ⓘ
artificial intelligence ⓘ machine learning ⓘ |
| hasAcademicBackgroundIn |
computer science
ⓘ
mathematics ⓘ statistics ⓘ |
| hasRole |
AI safety researcher
ⓘ
research scientist ⓘ |
| knownFor | research on large language models ⓘ |
| language | English ⓘ |
| notableWork | safety-focused research on large language models at OpenAI ⓘ |
| researchInterest |
alignment of AI systems
ⓘ
interpretability of neural networks ⓘ large language models ⓘ robustness of machine learning models ⓘ |
| workLocation | San Francisco Bay Area ⓘ |
| worksOn |
mitigating harmful model behaviors
ⓘ
safety techniques for generative models ⓘ training and evaluation of large language models ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Ariel Herbert-Voss Description of subject: Ariel Herbert-Voss is a machine learning researcher known for her work at OpenAI on large language models and AI safety.
Referenced by (7)
Full triples — surface form annotated when it differs from this entity's canonical label.