Barling, Arkansas
E1044123
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Barling, Arkansas canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T12620202 — 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: Barling, Arkansas Context triple: [Fort Smith metropolitan area, containsCity, Barling, Arkansas]
-
A.
Bryant, Arkansas
Bryant, Arkansas is a growing suburban city in Saline County, part of the Little Rock metropolitan area, known for its family-friendly neighborhoods and convenient access to major transportation routes.
-
B.
Wabbaseka, Arkansas
Wabbaseka, Arkansas is a small rural town in Jefferson County best known as the birthplace of civil rights activist and Black Panther Party leader Eldridge Cleaver.
-
C.
Gilmore, Arkansas
Gilmore, Arkansas is a small rural city located in northeastern Arkansas within the Memphis metropolitan area.
-
D.
Piggott, Arkansas
Piggott, Arkansas is a small town in northeastern Arkansas known for its connection to Ernest Hemingway through the residence of his second wife, Pauline Pfeiffer.
-
E.
Lakeview, Arkansas
Lakeview, Arkansas is a small lakeside town in Baxter County known for its recreational access to Bull Shoals Lake and the surrounding Ozark Mountain scenery.
- 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: Barling, Arkansas Target entity description: Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
-
A.
Bryant, Arkansas
Bryant, Arkansas is a growing suburban city in Saline County, part of the Little Rock metropolitan area, known for its family-friendly neighborhoods and convenient access to major transportation routes.
-
B.
Wabbaseka, Arkansas
Wabbaseka, Arkansas is a small rural town in Jefferson County best known as the birthplace of civil rights activist and Black Panther Party leader Eldridge Cleaver.
-
C.
Gilmore, Arkansas
Gilmore, Arkansas is a small rural city located in northeastern Arkansas within the Memphis metropolitan area.
-
D.
Piggott, Arkansas
Piggott, Arkansas is a small town in northeastern Arkansas known for its connection to Ernest Hemingway through the residence of his second wife, Pauline Pfeiffer.
-
E.
Lakeview, Arkansas
Lakeview, Arkansas is a small lakeside town in Baxter County known for its recreational access to Bull Shoals Lake and the surrounding Ozark Mountain scenery.
- F. None of above. chosen
Statements (29)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| countryCode | US ⓘ |
| county | Sebastian County, Arkansas ⓘ |
| governmentType | city government ⓘ |
| hasAreaCode | 479 ⓘ |
| hasClimate | humid subtropical climate ⓘ |
| hasMetropolitanArea | Fort Smith metropolitan area ⓘ |
| hasSubdivisionType | city ⓘ |
| hasTransportationLink |
Arkansas Highway 22
ⓘ
Arkansas Highway 59 ⓘ |
| isInRegion |
Arkansas River Valley
ⓘ
linked to:
Arkansas River region
Southern United States ⓘ |
| locatedIn | western Arkansas ⓘ |
| locatedInTimeZone | UTC−06:00 ⓘ |
| locatedInTimeZoneDST | UTC−05:00 ⓘ |
| locatedOn | Arkansas River ⓘ |
| near |
Fort Smith, Arkansas
ⓘ
Greenwood, Arkansas ⓘ |
| partOf |
Fort Smith metropolitan area
ⓘ
Sebastian County, Arkansas ⓘ |
| postalCodeType | ZIP code ⓘ |
| servedBy | Fort Smith Public Schools ⓘ |
| state | Arkansas ⓘ |
| stateAbbreviation | AR ⓘ |
| suburbOf | Fort Smith, Arkansas ⓘ |
| timeZone | Central Time Zone ⓘ |
| timeZoneDST |
Central Daylight Time
ⓘ
linked to:
Central Time Zone
|
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: Barling, Arkansas Description of subject: Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.