Mateusz Litwin
E457868
Mateusz Litwin is a researcher known for co-authoring influential work in large-scale machine learning and language models alongside Tom B. Brown.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Mateusz Litwin canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T4651176 — 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: Mateusz Litwin Context triple: [Tom B. Brown, hasCoAuthor, Mateusz Litwin]
-
A.
Mateusz Dróżdż
Mateusz Dróżdż is a Polish football executive best known for serving as chairman of the historic club Widzew Łódź.
-
B.
Radosław Majdan
Radosław Majdan is a retired Polish goalkeeper and media personality who played for clubs including Pogoń Szczecin and represented Poland at international level.
-
C.
Kamil Myśliwiec
Kamil Myśliwiec is a Polish software engineer and entrepreneur best known as the founder and lead maintainer of the NestJS framework for building scalable server-side applications in Node.js.
-
D.
Tomasz Arciszewski
Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
-
E.
Krzysztof Zdzitowiecki
Krzysztof Zdzitowiecki is a Polish mountaineer known for participating in the first ascent of the Himalayan peak Gasherbrum III.
- 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: Mateusz Litwin Target entity description: Mateusz Litwin is a researcher known for co-authoring influential work in large-scale machine learning and language models alongside Tom B. Brown.
-
A.
Mateusz Dróżdż
Mateusz Dróżdż is a Polish football executive best known for serving as chairman of the historic club Widzew Łódź.
-
B.
Radosław Majdan
Radosław Majdan is a retired Polish goalkeeper and media personality who played for clubs including Pogoń Szczecin and represented Poland at international level.
-
C.
Kamil Myśliwiec
Kamil Myśliwiec is a Polish software engineer and entrepreneur best known as the founder and lead maintainer of the NestJS framework for building scalable server-side applications in Node.js.
-
D.
Tomasz Arciszewski
Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
-
E.
Krzysztof Zdzitowiecki
Krzysztof Zdzitowiecki is a Polish mountaineer known for participating in the first ascent of the Himalayan peak Gasherbrum III.
- F. None of above. chosen
Statements (16)
| Predicate | Object |
|---|---|
| instanceOf |
computer scientist
ⓘ
researcher ⓘ |
| coAuthorWith | Tom B. Brown NERFINISHED ⓘ |
| fieldOfWork |
artificial intelligence
ⓘ
language models ⓘ large-scale machine learning ⓘ machine learning ⓘ natural language processing ⓘ |
| gender | male ⓘ |
| hasRole | AI researcher ⓘ |
| knownFor |
co-authoring influential work on large language models
ⓘ
research on large-scale neural networks ⓘ |
| nationality | Polish ⓘ |
| notableWork | GPT-3: Language Models are Few-Shot Learners NERFINISHED ⓘ |
| worksOn |
large language models
ⓘ
scaling laws for neural networks ⓘ |
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: Mateusz Litwin Description of subject: Mateusz Litwin is a researcher known for co-authoring influential work in large-scale machine learning and language models alongside Tom B. Brown.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Tom B. Brown
subject surface form:
Language Models are Few-Shot Learners