Bentonville, Arkansas
E142799
Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
All labels observed (6)
| Label | Occurrences |
|---|---|
| Bentonville, Arkansas canonical | 50 |
| Bentonville, Arkansas, United States | 10 |
| Bentonville | 7 |
| Bentonville City Square | 2 |
| City of Bentonville | 2 |
| City of Bentonville, Arkansas | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T1222896 — 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: Bentonville, Arkansas Context triple: [Ozarks, majorCity, Bentonville, Arkansas]
-
A.
Little Rock, Arkansas
Little Rock, Arkansas is the capital and largest city of the U.S. state of Arkansas, known as a regional center for government, commerce, and culture.
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B.
West Memphis, Arkansas
West Memphis, Arkansas is a small city in Crittenden County located just across the Mississippi River from Memphis, Tennessee, functioning as a key suburb and transportation hub within the greater Memphis metropolitan area.
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C.
North Little Rock, Arkansas
North Little Rock, Arkansas is a city in central Arkansas, located across the Arkansas River from Little Rock and known as part of the Little Rock metropolitan area.
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D.
Benton, Arkansas
Benton, Arkansas is a small city in central Arkansas that serves as the county seat of Saline County and a suburban community within the Little Rock metropolitan area.
-
E.
Springdale
Springdale is a rapidly growing city in northwest Arkansas known for its role in the poultry industry and as part of the Fayetteville–Springdale–Rogers metropolitan area.
- 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: Bentonville, Arkansas Target entity description: Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
-
A.
Little Rock, Arkansas
Little Rock, Arkansas is the capital and largest city of the U.S. state of Arkansas, known as a regional center for government, commerce, and culture.
-
B.
West Memphis, Arkansas
West Memphis, Arkansas is a small city in Crittenden County located just across the Mississippi River from Memphis, Tennessee, functioning as a key suburb and transportation hub within the greater Memphis metropolitan area.
-
C.
North Little Rock, Arkansas
North Little Rock, Arkansas is a city in central Arkansas, located across the Arkansas River from Little Rock and known as part of the Little Rock metropolitan area.
-
D.
Benton, Arkansas
Benton, Arkansas is a small city in central Arkansas that serves as the county seat of Saline County and a suburban community within the Little Rock metropolitan area.
-
E.
Springdale
Springdale is a rapidly growing city in northwest Arkansas known for its role in the poultry industry and as part of the Fayetteville–Springdale–Rogers metropolitan area.
- F. None of above. chosen
Statements (50)
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: Bentonville, Arkansas Description of subject: Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
Referenced by (72)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
Ozarks region (partly)
subject linked to:
Rogers
subject linked to:
Springdale
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
subject linked to:
Fayetteville
subject linked to:
Gravette, Arkansas, United States
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas
linked to: Bentonville, Arkansas