Stefan Machlup
E653521
Stefan Machlup was a physicist and mathematician known for his contributions to the theory of stochastic processes, particularly through the formulation of the Onsager–Machlup function.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Stefan Machlup canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T7287620 — 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: Stefan Machlup Context triple: [Onsager–Machlup function, namedAfter, Stefan Machlup]
-
A.
Marek Feigl
Marek Feigl is an individual notable enough to be recognized as a namesake of the surname Feigl.
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B.
Wolfgang Polak
Wolfgang Polak is a computer scientist known for his work in formal methods and as a doctoral advisor to prominent researchers such as Tobias Nipkow.
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C.
Franz Karasek
Franz Karasek was an Austrian diplomat and politician who served as Secretary General of the Council of Europe in the late 20th century.
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D.
Herbert Steiner
Herbert Steiner is an individual notable enough to be specifically distinguished among people sharing the surname Steiner.
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E.
Hans P. Kraus
Hans P. Kraus was a prominent 20th-century antiquarian book dealer and collector known for handling some of the world's rarest manuscripts and early printed books.
- 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: Stefan Machlup Target entity description: Stefan Machlup was a physicist and mathematician known for his contributions to the theory of stochastic processes, particularly through the formulation of the Onsager–Machlup function.
-
A.
Marek Feigl
Marek Feigl is an individual notable enough to be recognized as a namesake of the surname Feigl.
-
B.
Wolfgang Polak
Wolfgang Polak is a computer scientist known for his work in formal methods and as a doctoral advisor to prominent researchers such as Tobias Nipkow.
-
C.
Franz Karasek
Franz Karasek was an Austrian diplomat and politician who served as Secretary General of the Council of Europe in the late 20th century.
-
D.
Herbert Steiner
Herbert Steiner is an individual notable enough to be specifically distinguished among people sharing the surname Steiner.
-
E.
Hans P. Kraus
Hans P. Kraus was a prominent 20th-century antiquarian book dealer and collector known for handling some of the world's rarest manuscripts and early printed books.
- F. None of above. chosen
Statements (12)
| Predicate | Object |
|---|---|
| instanceOf |
mathematical function
ⓘ
mathematician ⓘ physicist ⓘ |
| coDeveloperOf | Onsager–Machlup function ⓘ |
| field |
mathematics
ⓘ
physics ⓘ stochastic processes ⓘ stochastic processes ⓘ |
| knownFor |
Onsager–Machlup function
ⓘ
contributions to the theory of stochastic processes ⓘ |
| namedAfter |
Lars Onsager
ⓘ
Stefan Machlup ⓘ |
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: Stefan Machlup Description of subject: Stefan Machlup was a physicist and mathematician known for his contributions to the theory of stochastic processes, particularly through the formulation of the Onsager–Machlup function.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
Stefan Machlup