Cumberland, Oklahoma
E573449
Cumberland, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma, near Lake Texoma.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Cumberland, Oklahoma canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T6156864 — 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: Cumberland, Oklahoma Context triple: [Marshall County, Oklahoma, contains, Cumberland, Oklahoma]
-
A.
Corum, Oklahoma
Corum, Oklahoma is a small unincorporated rural community located in southern Oklahoma within Stephens County.
-
B.
Kingston, Oklahoma
Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
-
C.
Arkoma, Oklahoma
Arkoma, Oklahoma is a small town in Le Flore County that functions as a residential community adjacent to Fort Smith, Arkansas, within the Fort Smith metropolitan area.
-
D.
Bennington, Oklahoma
Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
-
E.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
- 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: Cumberland, Oklahoma Target entity description: Cumberland, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma, near Lake Texoma.
-
A.
Corum, Oklahoma
Corum, Oklahoma is a small unincorporated rural community located in southern Oklahoma within Stephens County.
-
B.
Kingston, Oklahoma
Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
-
C.
Arkoma, Oklahoma
Arkoma, Oklahoma is a small town in Le Flore County that functions as a residential community adjacent to Fort Smith, Arkansas, within the Fort Smith metropolitan area.
-
D.
Bennington, Oklahoma
Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
-
E.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
- F. None of above. chosen
Statements (24)
| Predicate | Object |
|---|---|
| instanceOf | unincorporated community ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| county | Marshall County, Oklahoma ⓘ |
| governedBy | Marshall County government ⓘ |
| hasCharacteristic |
small population
ⓘ
unincorporated status ⓘ |
| hasFeature | proximity to Lake Texoma ⓘ |
| hasGeographicalFeatureNearby |
Red River (United States)
ⓘ
linked to:
Red River
|
| hasJurisdiction | Marshall County, Oklahoma ⓘ |
| hasName |
Cumberland
ⓘ
Cumberland, Oklahoma ⓘ |
| hasRegionalContext | Texoma region ⓘ |
| hasSettlementType | rural community ⓘ |
| isInlandWaterNearby | Lake Texoma ⓘ |
| locatedIn | south-central United States ⓘ |
| locatedInRegion | southern Oklahoma ⓘ |
| locatedNear | Lake Texoma ⓘ |
| locatedOnContinent | North America ⓘ |
| partOf |
Marshall County, Oklahoma
ⓘ
Oklahoma ⓘ United States ⓘ
linked to:
United States of America
|
| state | Oklahoma ⓘ |
| 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: Cumberland, Oklahoma Description of subject: Cumberland, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma, near Lake Texoma.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.