Harold Hotelling
E38691
Harold Hotelling was an influential American statistician and economist known for pioneering work in mathematical economics, statistical theory, and multivariate analysis, including the development of Hotelling’s T-squared distribution and principal component analysis.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Harold Hotelling canonical | 11 |
How this entity was disambiguated
This entity first appeared as the object of triple T290740 — 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: Harold Hotelling Context triple: [Econometric Society, founder, Harold Hotelling]
-
A.
Harold A. Wheeler
Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
-
B.
Albert W. Tucker
Albert W. Tucker was a Canadian-born American mathematician best known for his influential work in game theory and topology, including formulating the Prisoner’s Dilemma and mentoring John Nash.
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C.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
D.
Harold Hazen
Harold Hazen was an American electrical engineer and MIT professor known for his pioneering work in control systems and his role in developing early analog computing devices.
-
E.
Frank B. Jewett
Frank B. Jewett was an American electrical engineer and physicist who served as the first president of Bell Telephone Laboratories and played a major role in organizing U.S. scientific research during World War II.
- 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: Harold Hotelling Target entity description: Harold Hotelling was an influential American statistician and economist known for pioneering work in mathematical economics, statistical theory, and multivariate analysis, including the development of Hotelling’s T-squared distribution and principal component analysis.
-
A.
Harold A. Wheeler
Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
-
B.
Albert W. Tucker
Albert W. Tucker was a Canadian-born American mathematician best known for his influential work in game theory and topology, including formulating the Prisoner’s Dilemma and mentoring John Nash.
-
C.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
D.
Harold Hazen
Harold Hazen was an American electrical engineer and MIT professor known for his pioneering work in control systems and his role in developing early analog computing devices.
-
E.
Frank B. Jewett
Frank B. Jewett was an American electrical engineer and physicist who served as the first president of Bell Telephone Laboratories and played a major role in organizing U.S. scientific research during World War II.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
economist
ⓘ
human ⓘ mathematical economist ⓘ statistician ⓘ |
| areaOfInfluence |
econometrics
ⓘ
industrial organization ⓘ resource economics ⓘ |
| awardReceived | John von Neumann Theory Prize ⓘ |
| citizenship | American ⓘ |
| countryOfCitizenship | United States of America ⓘ |
| educatedAt |
Princeton University
ⓘ
University of Washington ⓘ |
| employer |
Columbia University
ⓘ
Stanford University ⓘ University of North Carolina at Chapel Hill ⓘ |
| familyName | Hotelling ⓘ |
| fieldOfWork |
economics
ⓘ
mathematical economics ⓘ multivariate analysis ⓘ statistical theory ⓘ statistics ⓘ |
| givenName | Harold ⓘ |
| hasConceptNamedAfter |
The Economics of Exhaustible Resources
ⓘ
surface form:
Hotelling rule
Hotelling’s T-squared distribution ⓘ Hotelling’s T-squared distribution ⓘ
surface form:
Hotelling’s T-squared test
Hotelling’s law ⓘ Hotelling’s lemma ⓘ |
| influenced |
development of modern multivariate statistics
ⓘ
development of spatial competition theory in economics ⓘ |
| knownFor |
development of Hotelling’s T-squared distribution
ⓘ
development of principal component analysis ⓘ pioneering work in mathematical economics ⓘ pioneering work in multivariate statistical analysis ⓘ |
| languageOfWorkOrName | English ⓘ |
| memberOf |
Econometric Society
ⓘ
Institute of Mathematical Statistics ⓘ |
| notableWork |
The Economics of Exhaustible Resources
ⓘ
surface form:
Hotelling rule
Hotelling’s T-squared distribution ⓘ Hotelling’s T-squared distribution ⓘ
surface form:
Hotelling’s T-squared test
Hotelling’s law ⓘ Hotelling’s lemma ⓘ principal component analysis ⓘ |
| occupation |
economist
ⓘ
statistician ⓘ |
| positionHeld |
professor of economics
ⓘ
professor of statistics ⓘ |
| sexOrGender | male ⓘ |
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: Harold Hotelling Description of subject: Harold Hotelling was an influential American statistician and economist known for pioneering work in mathematical economics, statistical theory, and multivariate analysis, including the development of Hotelling’s T-squared distribution and principal component analysis.
Referenced by (11)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Hotelling's law
subject surface form:
Hotelling's T-squared distribution
subject surface form:
Hotelling's lemma
subject surface form:
Hotelling's rule