DNNresearch Inc.
E554014
DNNresearch Inc. was a deep learning startup co-founded by Alex Krizhevsky (along with Geoffrey Hinton and Ilya Sutskever) that played a key role in advancing neural network research before being acquired by Google.
All labels observed (1)
| Label | Occurrences |
|---|---|
| DNNresearch Inc. canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T5910829 — 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: DNNresearch Inc. Context triple: [Alex Krizhevsky, employer, DNNresearch Inc.]
-
A.
NEC Research Institute
NEC Research Institute was a prominent industrial research center in Princeton, New Jersey, known for advanced work in computer science, machine learning, and related fields.
-
B.
Digital Research, Inc.
Digital Research, Inc. was a pioneering software company best known for creating the CP/M family of operating systems, which were widely used on early microcomputers before the rise of MS-DOS.
-
C.
Einstein AI
Einstein AI is Salesforce’s integrated artificial intelligence platform that powers predictive analytics, automation, and intelligent insights across its CRM ecosystem.
-
D.
Oracle Labs
Oracle Labs is a research and development division of Oracle Corporation focused on advanced computing technologies, programming languages, and runtime systems.
-
E.
Element AI
Element AI was a Montreal-based artificial intelligence company and research lab known for developing enterprise AI solutions and advancing deep learning research.
- 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: DNNresearch Inc. Target entity description: DNNresearch Inc. was a deep learning startup co-founded by Alex Krizhevsky (along with Geoffrey Hinton and Ilya Sutskever) that played a key role in advancing neural network research before being acquired by Google.
-
A.
NEC Research Institute
NEC Research Institute was a prominent industrial research center in Princeton, New Jersey, known for advanced work in computer science, machine learning, and related fields.
-
B.
Digital Research, Inc.
Digital Research, Inc. was a pioneering software company best known for creating the CP/M family of operating systems, which were widely used on early microcomputers before the rise of MS-DOS.
-
C.
Einstein AI
Einstein AI is Salesforce’s integrated artificial intelligence platform that powers predictive analytics, automation, and intelligent insights across its CRM ecosystem.
-
D.
Oracle Labs
Oracle Labs is a research and development division of Oracle Corporation focused on advanced computing technologies, programming languages, and runtime systems.
-
E.
Element AI
Element AI was a Montreal-based artificial intelligence company and research lab known for developing enterprise AI solutions and advancing deep learning research.
- F. None of above. chosen
Statements (29)
| Predicate | Object |
|---|---|
| instanceOf |
company
ⓘ
deep learning company ⓘ |
| acquiredBy | Google ⓘ |
| acquisitionType | corporate acquisition ⓘ |
| affiliation | University of Toronto ⓘ |
| associatedWith |
AlexNet
ⓘ
ImageNet deep learning breakthroughs ⓘ |
| basedIn | Toronto ⓘ |
| coFounder |
Alex Krizhevsky
ⓘ
Geoffrey Hinton ⓘ Ilya Sutskever ⓘ |
| contributedTo |
advances in deep learning
ⓘ
advances in neural network research ⓘ |
| country | Canada ⓘ |
| field |
computer vision
ⓘ
neural networks ⓘ |
| focus |
large-scale neural networks
ⓘ
research and development in deep learning ⓘ |
| industry |
artificial intelligence
ⓘ
deep learning ⓘ machine learning ⓘ |
| knownFor |
convolutional neural networks
ⓘ
deep learning research ⓘ neural network research ⓘ |
| notableEmployee |
Alex Krizhevsky
ⓘ
Geoffrey Hinton ⓘ Ilya Sutskever ⓘ |
| parentOrganization | Google ⓘ |
| status | acquired ⓘ |
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: DNNresearch Inc. Description of subject: DNNresearch Inc. was a deep learning startup co-founded by Alex Krizhevsky (along with Geoffrey Hinton and Ilya Sutskever) that played a key role in advancing neural network research before being acquired by Google.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.