David E. Rumelhart
E129028
David E. Rumelhart was a pioneering cognitive psychologist and neural network researcher whose work on parallel distributed processing and backpropagation profoundly shaped modern cognitive science and machine learning.
All labels observed (3)
| Label | Occurrences |
|---|---|
| David E. Rumelhart canonical | 1 |
| David Everett Rumelhart | 1 |
| Rumelhart | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T1116750 — 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: David E. Rumelhart Context triple: [Learning representations by back-propagating errors, author, David E. Rumelhart]
-
A.
Geoffrey Hinton
Geoffrey Hinton is a pioneering computer scientist widely regarded as one of the founding figures of deep learning and modern artificial intelligence.
-
B.
Terrence Sejnowski
Terrence Sejnowski is a pioneering computational neuroscientist and machine learning researcher known for foundational contributions to neural networks and learning algorithms.
-
C.
Norman E. Thagard
Norman E. Thagard is an American physician, former U.S. Marine Corps officer, and NASA astronaut who became the first American to fly on a Russian spacecraft.
-
D.
Marvin Minsky
Marvin Minsky was an American cognitive scientist and pioneering artificial intelligence researcher who co-founded MIT's AI Laboratory and made foundational contributions to the theory and philosophy of AI.
-
E.
Patrick Winston
Patrick Winston was an influential American computer scientist and MIT professor renowned for his contributions to artificial intelligence and AI education.
- 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: David E. Rumelhart Target entity description: David E. Rumelhart was a pioneering cognitive psychologist and neural network researcher whose work on parallel distributed processing and backpropagation profoundly shaped modern cognitive science and machine learning.
-
A.
Geoffrey Hinton
Geoffrey Hinton is a pioneering computer scientist widely regarded as one of the founding figures of deep learning and modern artificial intelligence.
-
B.
Terrence Sejnowski
Terrence Sejnowski is a pioneering computational neuroscientist and machine learning researcher known for foundational contributions to neural networks and learning algorithms.
-
C.
Norman E. Thagard
Norman E. Thagard is an American physician, former U.S. Marine Corps officer, and NASA astronaut who became the first American to fly on a Russian spacecraft.
-
D.
Marvin Minsky
Marvin Minsky was an American cognitive scientist and pioneering artificial intelligence researcher who co-founded MIT's AI Laboratory and made foundational contributions to the theory and philosophy of AI.
-
E.
Patrick Winston
Patrick Winston was an influential American computer scientist and MIT professor renowned for his contributions to artificial intelligence and AI education.
- F. None of above. chosen
Statements (55)
| Predicate | Object |
|---|---|
| instanceOf |
cognitive psychologist
ⓘ
cognitive scientist ⓘ neural network researcher ⓘ person ⓘ psychologist ⓘ |
| academicDegree |
Bachelor's degree in psychology
ⓘ
PhD in mathematical psychology ⓘ |
| academicPosition | professor of psychology ⓘ |
| almaMater |
Stanford University
ⓘ
University of South Dakota ⓘ |
| approach |
connectionist modeling of cognitive processes
ⓘ
parallel distributed processing framework ⓘ |
| awardReceived |
American Psychological Association Distinguished Scientific Contribution Award
ⓘ
surface form:
APA Distinguished Scientific Contribution Award
MacArthur Fellowship ⓘ |
| birthDate | 1942-10-12 ⓘ |
| birthPlace | Wessington Springs, South Dakota, United States ⓘ |
| citizenship |
United States of America
ⓘ
surface form:
United States
|
| coAuthor |
Geoffrey Hinton
ⓘ
surface form:
Geoffrey E. Hinton
James L. McClelland NERFINISHED ⓘ Jay L. McClelland ⓘ PDP Research Group ⓘ |
| deathDate | 2011-03-13 ⓘ |
| doctoralAdvisor | William K. Estes NERFINISHED ⓘ |
| employer |
Stanford University
ⓘ
University of California, San Diego ⓘ |
| familyName |
David E. Rumelhart
self-linksurface differs
ⓘ
surface form:
Rumelhart
|
| field |
cognitive psychology
ⓘ
cognitive science ⓘ connectionism ⓘ mathematical psychology ⓘ neural networks ⓘ |
| fullName |
David E. Rumelhart
self-linksurface differs
ⓘ
surface form:
David Everett Rumelhart
|
| givenName | David ⓘ |
| hasHonor | Rumelhart Prize for Contributions to the Theoretical Foundations of Human Cognition ⓘ |
| honorNamedAfter | Rumelhart Prize for Contributions to the Theoretical Foundations of Human Cognition ⓘ |
| influenced |
cognitive science
ⓘ
computational neuroscience ⓘ connectionist modeling ⓘ deep learning ⓘ |
| knownFor |
backpropagation learning algorithm
ⓘ
connectionist models of cognition ⓘ interactive activation model of word perception ⓘ models of reading and language comprehension ⓘ parallel distributed processing ⓘ schema theory in cognitive psychology ⓘ work on learning internal representations ⓘ |
| notableWork |
An interactive activation model of context effects in letter perception
ⓘ
“Learning representations by back-propagating errors” ⓘ
surface form:
Learning representations by back-propagating errors
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 ⓘ Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 ⓘ
surface form:
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2
Schemata and the cognitive system ⓘ |
| researchInterest |
human information processing
ⓘ
language processing ⓘ learning and memory ⓘ pattern recognition ⓘ |
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: David E. Rumelhart Description of subject: David E. Rumelhart was a pioneering cognitive psychologist and neural network researcher whose work on parallel distributed processing and backpropagation profoundly shaped modern cognitive science and machine learning.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Learning representations by back-propagating errors
this entity surface form:
David Everett Rumelhart
this entity surface form:
Rumelhart