Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook)
E459421
Artificial Intelligence: A Modern Approach to Intelligent Systems is a widely used university-level textbook that systematically introduces the theory, methods, and applications of modern artificial intelligence.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook) canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T4656093 — 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: Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook) Context triple: [Patrick Henry Winston, notableWork, Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook)]
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A.
"A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence"
"A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence" is the seminal 1955 research proposal by John McCarthy and colleagues that launched the field of artificial intelligence by defining its goals and organizing the landmark 1956 Dartmouth conference.
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B.
The Age of Intelligent Machines
The Age of Intelligent Machines is a 1990 book by futurist Ray Kurzweil that explores the history, current state, and future implications of artificial intelligence and computing.
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C.
Intelligent Systems
Intelligent Systems is a Japanese video game development company best known for creating the Fire Emblem and Paper Mario series.
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D.
Probabilistic Graphical Models: Principles and Techniques
Probabilistic Graphical Models: Principles and Techniques is a foundational textbook that systematically presents the theory, algorithms, and applications of probabilistic graphical models in machine learning and artificial intelligence.
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E.
Cambrian intelligence: The early history of the new AI
Cambrian Intelligence: The Early History of the New AI is a book by roboticist Rodney Brooks that outlines his influential behavior-based approach to artificial intelligence and robotics in contrast to traditional symbolic AI.
- 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: Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook) Target entity description: Artificial Intelligence: A Modern Approach to Intelligent Systems is a widely used university-level textbook that systematically introduces the theory, methods, and applications of modern artificial intelligence.
-
A.
"A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence"
"A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence" is the seminal 1955 research proposal by John McCarthy and colleagues that launched the field of artificial intelligence by defining its goals and organizing the landmark 1956 Dartmouth conference.
-
B.
The Age of Intelligent Machines
The Age of Intelligent Machines is a 1990 book by futurist Ray Kurzweil that explores the history, current state, and future implications of artificial intelligence and computing.
-
C.
Intelligent Systems
Intelligent Systems is a Japanese video game development company best known for creating the Fire Emblem and Paper Mario series.
-
D.
Probabilistic Graphical Models: Principles and Techniques
Probabilistic Graphical Models: Principles and Techniques is a foundational textbook that systematically presents the theory, algorithms, and applications of probabilistic graphical models in machine learning and artificial intelligence.
-
E.
Cambrian intelligence: The early history of the new AI
Cambrian Intelligence: The Early History of the New AI is a book by roboticist Rodney Brooks that outlines his influential behavior-based approach to artificial intelligence and robotics in contrast to traditional symbolic AI.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
academic book
ⓘ
non-fiction book ⓘ textbook ⓘ |
| coversTopic |
AI applications
ⓘ
ethical issues in AI ⓘ intelligent agents ⓘ knowledge representation ⓘ machine learning ⓘ multi-agent systems ⓘ natural language processing ⓘ perception in AI ⓘ planning ⓘ probabilistic reasoning ⓘ reasoning ⓘ robotics ⓘ search algorithms ⓘ uncertainty in AI ⓘ |
| describes |
AI applications
ⓘ
AI methods ⓘ AI theory ⓘ |
| educationalLevel | tertiary education ⓘ |
| explainsConcept |
intelligent system design
ⓘ
knowledge-based systems ⓘ learning from data ⓘ problem-solving ⓘ rational agents ⓘ |
| hasEdition |
first edition
ⓘ
later editions ⓘ |
| hasFeature |
exercises
ⓘ
practical methods ⓘ systematic introduction to AI ⓘ theoretical foundations ⓘ worked examples ⓘ |
| hasGenre |
artificial intelligence textbook
ⓘ
computer science textbook ⓘ |
| hasStructure |
chapters
ⓘ
sections ⓘ |
| intendedAudience |
AI practitioners
ⓘ
graduate students ⓘ undergraduate students ⓘ university students ⓘ |
| language | English ⓘ |
| mainSubject |
artificial intelligence
ⓘ
intelligent systems ⓘ |
| usedAs | course textbook ⓘ |
| usedFor |
self-study in AI
ⓘ
teaching AI fundamentals ⓘ |
| usedIn | university-level AI courses ⓘ |
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: Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook) Description of subject: Artificial Intelligence: A Modern Approach to Intelligent Systems is a widely used university-level textbook that systematically introduces the theory, methods, and applications of modern artificial intelligence.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.
Patrick Winston
→
notableWork
→
Artificial Intelligence: A Modern Approach to Intelligent Systems (various editions of his AI textbook)
ⓘ
subject surface form:
Patrick Henry Winston