Doina Precup
E753567
Doina Precup is a Romanian-Canadian computer scientist and leading researcher in reinforcement learning, known for her work on temporal abstraction and her role as a professor at McGill University and a senior leader at DeepMind.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Doina Precup canonical | 4 |
How this entity was disambiguated
This entity first appeared as the object of triple T8732349 — 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: Doina Precup Context triple: [Satinder Singh, coAuthor, Doina Precup]
-
A.
Rodica Burileanu
Rodica Burileanu was the wife of Romanian-French absurdist playwright Eugène Ionesco.
-
B.
Elena Rosetti-Solescu
Elena Rosetti-Solescu was a Romanian noblewoman best known as the wife of German Field Marshal Friedrich Paulus, commander of the 6th Army at the Battle of Stalingrad.
-
C.
Alexandra Dariescu
Alexandra Dariescu is a Romanian-born concert pianist acclaimed for her international performances, innovative multimedia projects, and recordings of major classical repertoire.
-
D.
Elena Petrescu
Elena Petrescu, better known as Elena Ceaușescu, was the wife of Romanian communist leader Nicolae Ceaușescu and a prominent, highly controversial political figure in Romania’s communist regime.
-
E.
Ioana Procopie-Dumitrescu
Ioana Procopie-Dumitrescu was a Romanian pianist and musicologist best known as the wife and close artistic collaborator of conductor Sergiu Celibidache.
- 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: Doina Precup Target entity description: Doina Precup is a Romanian-Canadian computer scientist and leading researcher in reinforcement learning, known for her work on temporal abstraction and her role as a professor at McGill University and a senior leader at DeepMind.
-
A.
Rodica Burileanu
Rodica Burileanu was the wife of Romanian-French absurdist playwright Eugène Ionesco.
-
B.
Elena Rosetti-Solescu
Elena Rosetti-Solescu was a Romanian noblewoman best known as the wife of German Field Marshal Friedrich Paulus, commander of the 6th Army at the Battle of Stalingrad.
-
C.
Alexandra Dariescu
Alexandra Dariescu is a Romanian-born concert pianist acclaimed for her international performances, innovative multimedia projects, and recordings of major classical repertoire.
-
D.
Elena Petrescu
Elena Petrescu, better known as Elena Ceaușescu, was the wife of Romanian communist leader Nicolae Ceaușescu and a prominent, highly controversial political figure in Romania’s communist regime.
-
E.
Ioana Procopie-Dumitrescu
Ioana Procopie-Dumitrescu was a Romanian pianist and musicologist best known as the wife and close artistic collaborator of conductor Sergiu Celibidache.
- F. None of above. chosen
Statements (40)
| Predicate | Object |
|---|---|
| instanceOf |
computer scientist
ⓘ
researcher ⓘ |
| affiliation | Mila – Quebec AI Institute ⓘ |
| awardReceived |
Governor General’s Innovation Award
ⓘ
NSERC E.W.R. Steacie Memorial Fellowship ⓘ Royal Society of Canada College of New Scholars, Artists and Scientists membership ⓘ |
| basedIn | Montreal ⓘ |
| citizenship |
Canada
ⓘ
Romania ⓘ |
| doctoralAdvisor |
Richard Sutton
ⓘ
linked to:
Richard S. Sutton
|
| educatedAt |
Babeș-Bolyai University
ⓘ
University of Massachusetts Amherst ⓘ |
| employer |
DeepMind
ⓘ
McGill University ⓘ |
| fieldOfWork |
artificial intelligence
ⓘ
computer science ⓘ machine learning ⓘ reinforcement learning ⓘ |
| gender | female ⓘ |
| knownFor |
options framework in reinforcement learning
ⓘ
reinforcement learning ⓘ temporal abstraction in reinforcement learning ⓘ |
| memberOf | CIFAR Learning in Machines & Brains program ⓘ |
| nationality |
Canadian
ⓘ
Romanian ⓘ |
| notableStudent |
Yoshua Bengio (collaborator, not student)
ⓘ
linked to:
Yoshua Bengio
|
| occupation |
AI researcher
ⓘ
university professor ⓘ |
| positionHeld |
Canada CIFAR AI Chair
ⓘ
associate professor at McGill University ⓘ head of DeepMind Montreal ⓘ professor at McGill University ⓘ senior leader at DeepMind ⓘ |
| researchInterest |
hierarchical reinforcement learning
ⓘ
off-policy learning ⓘ options in reinforcement learning ⓘ partially observable Markov decision processes ⓘ safe reinforcement learning ⓘ temporal abstraction ⓘ |
| workLocation | Montreal ⓘ |
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: Doina Precup Description of subject: Doina Precup is a Romanian-Canadian computer scientist and leading researcher in reinforcement learning, known for her work on temporal abstraction and her role as a professor at McGill University and a senior leader at DeepMind.
Referenced by (4)
Full triples — surface form annotated when it differs from this entity's canonical label.