Sam Walton
E228387
Sam Walton was an American businessman and entrepreneur best known as the founder of Walmart, which grew into one of the world’s largest retail chains.
All labels observed (3)
| Label | Occurrences |
|---|---|
| Sam Walton canonical | 12 |
| James L. "Bud" Walton | 1 |
| Samuel Moore Walton | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T2060548 — 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: Sam Walton Context triple: [Sam's Club, foundedBy, Sam Walton]
-
A.
Frank Winfield Woolworth
Frank Winfield Woolworth was an American entrepreneur and retail pioneer who founded the F. W. Woolworth Company, one of the first and most successful five-and-dime store chains.
-
B.
James Cash Penney
James Cash Penney was an American businessman and entrepreneur best known as the founder of the J. C. Penney department store chain.
-
C.
Rodman Wanamaker
Rodman Wanamaker was an American businessman and department store magnate whose support for professional golf helped lead to the creation of the PGA Championship and its iconic Wanamaker Trophy.
-
D.
Richard Warren Sears
Richard Warren Sears was an American businessman and retail pioneer who co-founded the mail-order and department store giant Sears, Roebuck & Co.
-
E.
Howard Graham Buffett
Howard Graham Buffett is an American businessman, farmer, philanthropist, and conservationist known for his global humanitarian and environmental work and as the son of investor Warren Buffett.
- 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: Sam Walton Target entity description: Sam Walton was an American businessman and entrepreneur best known as the founder of Walmart, which grew into one of the world’s largest retail chains.
-
A.
Frank Winfield Woolworth
Frank Winfield Woolworth was an American entrepreneur and retail pioneer who founded the F. W. Woolworth Company, one of the first and most successful five-and-dime store chains.
-
B.
James Cash Penney
James Cash Penney was an American businessman and entrepreneur best known as the founder of the J. C. Penney department store chain.
-
C.
Rodman Wanamaker
Rodman Wanamaker was an American businessman and department store magnate whose support for professional golf helped lead to the creation of the PGA Championship and its iconic Wanamaker Trophy.
-
D.
Richard Warren Sears
Richard Warren Sears was an American businessman and retail pioneer who co-founded the mail-order and department store giant Sears, Roebuck & Co.
-
E.
Howard Graham Buffett
Howard Graham Buffett is an American businessman, farmer, philanthropist, and conservationist known for his global humanitarian and environmental work and as the son of investor Warren Buffett.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
businessperson
ⓘ
entrepreneur ⓘ human ⓘ philanthropist ⓘ |
| awardedBy | George H. W. Bush ⓘ |
| awardReceived |
Presidential Medal of Freedom
ⓘ
Presidential Medal of Freedom ⓘ
surface form:
Presidential Medal of Freedom (posthumous)
|
| burialPlace |
Bentonville, Arkansas
ⓘ
surface form:
Bentonville, Arkansas, United States
|
| causeOfDeath | multiple myeloma ⓘ |
| child |
Alice Walton
ⓘ
Jim Walton ⓘ John Walton ⓘ Rob Walton ⓘ |
| coAuthor | John Huey ⓘ |
| conflict | World War II ⓘ |
| countryOfCitizenship | United States of America ⓘ |
| dateOfBirth | 1918-03-29 ⓘ |
| dateOfDeath | 1992-04-05 ⓘ |
| educatedAt | University of Missouri ⓘ |
| employer |
Walmart Inc.
ⓘ
surface form:
Walmart
|
| familyName | Walton ⓘ |
| fieldOfStudy | economics ⓘ |
| founded |
Sam's Club
ⓘ
Walmart Inc. ⓘ
surface form:
Wal-Mart Stores, Inc.
Walmart Inc. ⓘ
surface form:
Walmart
|
| fullName |
Sam Walton
self-linksurface differs
ⓘ
surface form:
Samuel Moore Walton
|
| genre | autobiography ⓘ |
| givenName | Samuel ⓘ |
| influenced | global retail industry ⓘ |
| knownFor |
founding Sam's Club
ⓘ
founding Walmart ⓘ |
| memberOf |
Republican Party
ⓘ
surface form:
Republican Party (United States)
|
| militaryRank | captain ⓘ |
| militaryService | United States Army ⓘ |
| netWorth | $8.6 billion (approximate, at time of death) ⓘ |
| notableIdea | everyday low prices retail strategy ⓘ |
| notableWork | Made in America: My Story ⓘ |
| occupation |
businessman
ⓘ
entrepreneur ⓘ retail executive ⓘ |
| placeOfBirth | Kingfisher, Oklahoma, United States ⓘ |
| placeOfDeath |
Little Rock, Arkansas
ⓘ
surface form:
Little Rock, Arkansas, United States
|
| positionHeld |
chairman of Walmart
ⓘ
chief executive officer of Walmart ⓘ founder of Walmart ⓘ |
| religion |
Presbyterian
ⓘ
surface form:
Presbyterianism
|
| residence |
Bentonville, Arkansas
ⓘ
surface form:
Bentonville, Arkansas, United States
|
| spouse | Helen Walton ⓘ |
| yearOfAward | 1992 ⓘ |
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: Sam Walton Description of subject: Sam Walton was an American businessman and entrepreneur best known as the founder of Walmart, which grew into one of the world’s largest retail chains.
Referenced by (14)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Samuel Moore Walton
this entity surface form:
James L. "Bud" Walton
subject surface form:
University of Arkansas