Bernoulli
E141073
Swiss surname
family name
family of mathematicians
human
physical principle
probability distribution
random experiment
scientific dynasty
sequence of numbers
Bernoulli is the surname of a prominent Swiss family of mathematicians and scientists, including figures such as Jakob, Johann, and Daniel Bernoulli, who made foundational contributions to calculus, probability, and fluid dynamics.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Bernoulli canonical | 7 |
How this entity was disambiguated
This entity first appeared as the object of triple T1233805 — 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: Bernoulli Context triple: [Jakob Bernoulli, familyName, Bernoulli]
-
A.
Gumbel
Gumbel is a surname most notably associated with American sportscaster Greg Gumbel.
-
B.
Schröder
Schröder is a common German surname borne by numerous notable figures in politics, sports, and the arts.
-
C.
Reynolds
Reynolds was a prominent Spanish professional cycling team, best known as the early-career squad of multiple Tour de France winner Miguel Indurain and later evolving into the Banesto team.
-
D.
Huber
Huber is a surname of German origin that is borne by various notable individuals across fields such as science, sports, and the arts.
-
E.
Berny
Berny is a given name or nickname, typically used as a familiar or informal variant of the name Bernard.
- 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: Bernoulli Target entity description: Bernoulli is the surname of a prominent Swiss family of mathematicians and scientists, including figures such as Jakob, Johann, and Daniel Bernoulli, who made foundational contributions to calculus, probability, and fluid dynamics.
-
A.
Gumbel
Gumbel is a surname most notably associated with American sportscaster Greg Gumbel.
-
B.
Schröder
Schröder is a common German surname borne by numerous notable figures in politics, sports, and the arts.
-
C.
Reynolds
Reynolds was a prominent Spanish professional cycling team, best known as the early-career squad of multiple Tour de France winner Miguel Indurain and later evolving into the Banesto team.
-
D.
Huber
Huber is a surname of German origin that is borne by various notable individuals across fields such as science, sports, and the arts.
-
E.
Berny
Berny is a given name or nickname, typically used as a familiar or informal variant of the name Bernard.
- F. None of above. chosen
Statements (56)
| Predicate | Object |
|---|---|
| instanceOf |
Swiss surname
ⓘ
family name ⓘ family of mathematicians ⓘ human ⓘ human ⓘ human ⓘ physical principle ⓘ probability distribution ⓘ random experiment ⓘ scientific dynasty ⓘ sequence of numbers ⓘ |
| activeInCentury |
17th century
ⓘ
18th century ⓘ |
| countryOfCitizenship |
Switzerland
ⓘ
Switzerland ⓘ Switzerland ⓘ |
| countryOfOrigin |
Switzerland
ⓘ
Switzerland ⓘ |
| familyName |
Bernoulli
self-linksurface differs
ⓘ
Bernoulli self-linksurface differs ⓘ Bernoulli self-linksurface differs ⓘ |
| fieldOfWork |
astronomy
ⓘ
calculus ⓘ calculus ⓘ engineering ⓘ fluid dynamics ⓘ mathematics ⓘ physics ⓘ probability theory ⓘ probability theory ⓘ probability theory ⓘ |
| givenName |
Daniel
ⓘ
Jakub ⓘ
surface form:
Jakob
Johann ⓘ |
| knownFor |
Bernoulli numbers
ⓘ
Bernoulli equation ⓘ
surface form:
Bernoulli principle
brachistochrone problem ⓘ development of infinitesimal calculus ⓘ kinetic theory of gases ⓘ law of large numbers ⓘ |
| languageOfOrigin | German ⓘ |
| namedAfter |
Daniel Bernoulli
ⓘ
Jakob Bernoulli ⓘ
surface form:
Jacob Bernoulli
Jakob Bernoulli ⓘ
surface form:
Jacob Bernoulli
Jakob Bernoulli ⓘ |
| notableFamily | Bernoulli family ⓘ |
| notableMember |
Daniel Bernoulli
ⓘ
Jakob Bernoulli ⓘ Johann Bernoulli ⓘ Johann Bernoulli ⓘ
surface form:
Johann II Bernoulli
Nicolaus Bernoulli ⓘ
surface form:
Niklaus Bernoulli
|
| notableWork | Ars Conjectandi ⓘ |
| occupation |
mathematician
ⓘ
mathematician ⓘ mathematician ⓘ physicist ⓘ |
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: Bernoulli Description of subject: Bernoulli is the surname of a prominent Swiss family of mathematicians and scientists, including figures such as Jakob, Johann, and Daniel Bernoulli, who made foundational contributions to calculus, probability, and fluid dynamics.
Referenced by (7)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Jakob Bernoulli
subject surface form:
Johann Bernoulli
subject surface form:
Daniel Bernoulli