Dan Klein
E860296
Dan Klein is a prominent computer scientist and professor at UC Berkeley known for his influential research in natural language processing and machine learning.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Dan Klein canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T10344869 — 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: Dan Klein Context triple: [Nathaniel Chambers, coAuthorWith, Dan Klein]
-
A.
David Klein
David Klein is an American cinematographer best known for his frequent collaborations with filmmaker Kevin Smith and his work on independent films and television series.
-
B.
Jonathan Klein
Jonathan Klein is a British businessman best known as the co-founder and longtime leader of the global stock photography and media company Getty Images.
-
C.
Rich Kleiman
Rich Kleiman is an American sports agent and entrepreneur best known as Kevin Durant’s longtime business partner and co-founder of the sports and entertainment company Boardroom and the investment firm Thirty Five Ventures.
-
D.
Michael Klein
Michael Klein is the father of Canadian author and activist Naomi Klein.
-
E.
Josh Kesselman
Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
- 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: Dan Klein Target entity description: Dan Klein is a prominent computer scientist and professor at UC Berkeley known for his influential research in natural language processing and machine learning.
-
A.
David Klein
David Klein is an American cinematographer best known for his frequent collaborations with filmmaker Kevin Smith and his work on independent films and television series.
-
B.
Jonathan Klein
Jonathan Klein is a British businessman best known as the co-founder and longtime leader of the global stock photography and media company Getty Images.
-
C.
Rich Kleiman
Rich Kleiman is an American sports agent and entrepreneur best known as Kevin Durant’s longtime business partner and co-founder of the sports and entertainment company Boardroom and the investment firm Thirty Five Ventures.
-
D.
Michael Klein
Michael Klein is the father of Canadian author and activist Naomi Klein.
-
E.
Josh Kesselman
Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
computer scientist
ⓘ
university professor ⓘ |
| affiliation |
Berkeley Artificial Intelligence Research Lab
ⓘ
UC Berkeley Department of Electrical Engineering and Computer Sciences ⓘ |
| almaMater | Stanford University ⓘ |
| awardReceived |
ACM Doctoral Dissertation Award honorable mention
ⓘ
linked to:
ACM Doctoral Dissertation Award
NSF CAREER Award ⓘ Sloan Research Fellowship ⓘ
linked to:
Sloan Research Fellowships
|
| coauthor |
Aria Haghighi
ⓘ
Ben Taskar ⓘ Christopher Manning ⓘ John DeNero ⓘ Kuzman Ganchev ⓘ |
| countryOfCitizenship |
United States
ⓘ
linked to:
United States of America
|
| degree | PhD in Computer Science ⓘ |
| doctoralAdvisor | Christopher Manning ⓘ |
| educatedAt | Stanford University ⓘ |
| employer | University of California, Berkeley ⓘ |
| field |
computer science
ⓘ
machine learning ⓘ natural language processing ⓘ |
| hasAcademicRank | Full Professor ⓘ |
| hasTaughtCourse |
artificial intelligence
ⓘ
machine learning ⓘ natural language processing ⓘ |
| knownFor |
coreference resolution research
ⓘ
parsing and syntactic analysis ⓘ research in machine learning ⓘ research in natural language processing ⓘ semantic parsing research ⓘ structured prediction methods ⓘ unsupervised learning for NLP ⓘ |
| name | Dan Klein ⓘ |
| notableStudent |
Jacob Steinhardt
ⓘ
John DeNero ⓘ Percy Liang ⓘ |
| notableWork |
research on accurate unlexicalized parsing
ⓘ
research on discriminative reranking for parsing ⓘ research on unsupervised parsing ⓘ |
| position | Professor ⓘ |
| researchArea |
discriminative models for NLP
ⓘ
information extraction ⓘ machine translation ⓘ probabilistic models for language ⓘ syntactic parsing ⓘ unsupervised grammar induction ⓘ |
| workInstitution | University of California, Berkeley ⓘ |
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: Dan Klein Description of subject: Dan Klein is a prominent computer scientist and professor at UC Berkeley known for his influential research in natural language processing and machine learning.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.