Elaine Chao
E424462
Elaine Chao is an American politician and former U.S. Secretary of Labor and Secretary of Transportation, known for being the first Asian American woman appointed to a U.S. presidential cabinet.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Elaine Chao canonical | 7 |
How this entity was disambiguated
This entity first appeared as the object of triple T4251244 — 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: Elaine Chao Context triple: [Mitch McConnell, spouse, Elaine Chao]
-
A.
Sylvia M. Burwell
Sylvia M. Burwell is an American public administrator and former U.S. Secretary of Health and Human Services who became the first woman to lead American University.
-
B.
Carol Browner
Carol Browner is an American environmental policy expert and former head of the U.S. Environmental Protection Agency who has held several senior roles in Democratic administrations.
-
C.
Donna E. Shalala
Donna E. Shalala is an American academic and public servant best known for serving as U.S. Secretary of Health and Human Services and as president of the University of Miami.
-
D.
Elizabeth Miervaldis Lemon
Elizabeth Miervaldis "Liz" Lemon is the fictional, neurotic head writer of the sketch comedy show within the television series "30 Rock," portrayed by Tina Fey.
-
E.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
- 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: Elaine Chao Target entity description: Elaine Chao is an American politician and former U.S. Secretary of Labor and Secretary of Transportation, known for being the first Asian American woman appointed to a U.S. presidential cabinet.
-
A.
Sylvia M. Burwell
Sylvia M. Burwell is an American public administrator and former U.S. Secretary of Health and Human Services who became the first woman to lead American University.
-
B.
Carol Browner
Carol Browner is an American environmental policy expert and former head of the U.S. Environmental Protection Agency who has held several senior roles in Democratic administrations.
-
C.
Donna E. Shalala
Donna E. Shalala is an American academic and public servant best known for serving as U.S. Secretary of Health and Human Services and as president of the University of Miami.
-
D.
Elizabeth Miervaldis Lemon
Elizabeth Miervaldis "Liz" Lemon is the fictional, neurotic head writer of the sketch comedy show within the television series "30 Rock," portrayed by Tina Fey.
-
E.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
- F. None of above. chosen
Statements (50)
| Predicate | Object |
|---|---|
| instanceOf |
Asian American
ⓘ
cabinet member ⓘ government official ⓘ human ⓘ politician ⓘ |
| appointedBy |
Donald Trump
ⓘ
George W. Bush ⓘ |
| boardMemberOf |
News Corporation
ⓘ
Wells Fargo ⓘ |
| countryOfCitizenship |
Taiwan, Province of China
ⓘ
surface form:
Taiwan
United States of America ⓘ |
| dateOfBirth | 1953-03-26 ⓘ |
| degree |
Bachelor of Arts
ⓘ
Master of Business Administration ⓘ |
| educatedAt |
Harvard Business School
ⓘ
Mount Holyoke College ⓘ |
| employer |
Heritage Foundation
ⓘ
surface form:
The Heritage Foundation
United States Department of Labor ⓘ
surface form:
U.S. Department of Labor
United States Department of Transportation ⓘ
surface form:
U.S. Department of Transportation
United Way of America ⓘ |
| endTime |
2009-01-20
ⓘ
2021-01-11 ⓘ |
| ethnicGroup | Chinese American ⓘ |
| familyName | Chao ⓘ |
| fieldOfWork |
labor policy
ⓘ
transportation policy ⓘ |
| fullName | Elaine Lan Chao ⓘ |
| givenName | Elaine ⓘ |
| memberOfPoliticalParty |
Republican Party
ⓘ
surface form:
Republican Party (United States)
|
| notableAchievement |
first Asian American woman appointed to a U.S. presidential cabinet
ⓘ
first Taiwanese American in a U.S. presidential cabinet ⓘ |
| occupation |
banker
ⓘ
civil servant ⓘ politician ⓘ |
| officeForTerm |
United States Secretary of Labor
ⓘ
United States Secretary of Transportation ⓘ |
| placeOfBirth |
Taipei
NERFINISHED
ⓘ
Taiwan, Province of China ⓘ
surface form:
Taiwan
|
| positionHeld |
United States Federal Maritime Commission
ⓘ
surface form:
Chair of the Federal Maritime Commission
Deputy Secretary of Transportation ⓘ Director of the Peace Corps ⓘ Distinguished Fellow at The Heritage Foundation ⓘ President and CEO of United Way of America ⓘ United States Secretary of Labor ⓘ United States Secretary of Transportation ⓘ |
| residence |
Louisville, Kentucky
ⓘ
Washington, D.C. ⓘ |
| spouse | Mitch McConnell ⓘ |
| startTime |
2001-01-29
ⓘ
2017-01-31 ⓘ |
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: Elaine Chao Description of subject: Elaine Chao is an American politician and former U.S. Secretary of Labor and Secretary of Transportation, known for being the first Asian American woman appointed to a U.S. presidential cabinet.
Referenced by (7)
Full triples — surface form annotated when it differs from this entity's canonical label.