Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1
E548091
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 is a foundational book in cognitive science and artificial intelligence that introduced influential connectionist models of mental processes using neural network frameworks.
All labels observed (2)
How this entity was disambiguated
This entity first appeared as the object of triple T5817786 — 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: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 Context triple: [David E. Rumelhart, notableWork, Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1]
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A.
Unified Theories of Cognition
Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
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B.
Soar cognitive architecture
The Soar cognitive architecture is a general-purpose framework for modeling and understanding human cognition through unified theories of problem solving, learning, and decision-making.
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C.
Society of Mind
Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
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D.
IEEE Computer Society Technical Committee on Distributed Processing
The IEEE Computer Society Technical Committee on Distributed Processing is a professional body within the IEEE Computer Society that focuses on advancing research, standards, and community activities in distributed computing systems and related technologies.
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E.
BBN Butterfly parallel computer
The BBN Butterfly parallel computer was an early massively parallel processing system notable for its scalable architecture and use in advanced research and defense applications in the 1980s.
- 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: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 Target entity description: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 is a foundational book in cognitive science and artificial intelligence that introduced influential connectionist models of mental processes using neural network frameworks.
-
A.
Unified Theories of Cognition
Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
-
B.
Soar cognitive architecture
The Soar cognitive architecture is a general-purpose framework for modeling and understanding human cognition through unified theories of problem solving, learning, and decision-making.
-
C.
Society of Mind
Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
-
D.
IEEE Computer Society Technical Committee on Distributed Processing
The IEEE Computer Society Technical Committee on Distributed Processing is a professional body within the IEEE Computer Society that focuses on advancing research, standards, and community activities in distributed computing systems and related technologies.
-
E.
BBN Butterfly parallel computer
The BBN Butterfly parallel computer was an early massively parallel processing system notable for its scalable architecture and use in advanced research and defense applications in the 1980s.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
book
ⓘ
cognitive science book ⓘ scientific monograph ⓘ |
| approach |
connectionist approach to cognition
ⓘ
neural network modeling of mental processes ⓘ |
| author |
David E. Rumelhart
NERFINISHED
ⓘ
James L. McClelland NERFINISHED ⓘ |
| authorCollective | PDP Research Group NERFINISHED ⓘ |
| contribution |
helped establish parallel distributed processing as a major framework in cognitive science
ⓘ
introduced influential connectionist models of mental processes ⓘ popularized backpropagation-based learning in cognitive modeling ⓘ provided computational models for a wide range of cognitive tasks ⓘ |
| countryOfPublication |
United States of America
ⓘ
surface form:
United States
|
| editor |
David E. Rumelhart
NERFINISHED
ⓘ
James L. McClelland NERFINISHED ⓘ PDP Research Group NERFINISHED ⓘ |
| field |
artificial intelligence
ⓘ
cognitive science ⓘ computational psychology ⓘ connectionism ⓘ neural networks ⓘ |
| influencedField |
artificial intelligence
ⓘ
cognitive psychology ⓘ computational neuroscience ⓘ machine learning ⓘ neural network research ⓘ |
| language | English ⓘ |
| notableFor |
being a foundational work in connectionism
ⓘ
shaping the revival of neural networks in the 1980s ⓘ systematic exploration of parallel distributed processing architectures ⓘ |
| partOf | Parallel Distributed Processing (two-volume set) NERFINISHED ⓘ |
| publisher | MIT Press NERFINISHED ⓘ |
| relatedWork | Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2 NERFINISHED ⓘ |
| seriesTitle | Parallel Distributed Processing NERFINISHED ⓘ |
| shortTitle | Parallel Distributed Processing, Volume 1 NERFINISHED ⓘ |
| timePeriod | 1980s connectionist revival ⓘ |
| title | Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 NERFINISHED ⓘ |
| topic |
cognitive modeling
ⓘ
connectionist models of cognition ⓘ language processing models ⓘ learning in neural networks ⓘ memory models ⓘ neural network frameworks ⓘ parallel distributed processing NERFINISHED ⓘ perception and recognition ⓘ representation of knowledge in distributed systems ⓘ |
| volumeNumber | 1 ⓘ |
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: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 Description of subject: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 is a foundational book in cognitive science and artificial intelligence that introduced influential connectionist models of mental processes using neural network frameworks.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
David E. Rumelhart
→
notableWork
→
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1
ⓘ
David E. Rumelhart
→
notableWork
→
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1
ⓘ
this entity surface form:
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2