Madill, Oklahoma
E244358
Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Madill, Oklahoma canonical | 5 |
How this entity was disambiguated
This entity first appeared as the object of triple T2094645 — 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: Madill, Oklahoma Context triple: [Texoma region, hasCommunity, Madill, Oklahoma]
-
A.
Okmulgee, Oklahoma
Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
-
B.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw Nation.
-
C.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
D.
Arnett, Oklahoma
Arnett, Oklahoma is a small town in western Oklahoma that serves as the administrative and commercial hub of rural Ellis County.
-
E.
Ruby, Oklahoma
Ruby, Oklahoma is the fictional all-Black town in Toni Morrison’s novel "Paradise," serving as the central setting where the story’s complex social, historical, and spiritual conflicts unfold.
- 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: Madill, Oklahoma Target entity description: Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
-
A.
Okmulgee, Oklahoma
Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
-
B.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw Nation.
-
C.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
D.
Arnett, Oklahoma
Arnett, Oklahoma is a small town in western Oklahoma that serves as the administrative and commercial hub of rural Ellis County.
-
E.
Ruby, Oklahoma
Ruby, Oklahoma is the fictional all-Black town in Toni Morrison’s novel "Paradise," serving as the central setting where the story’s complex social, historical, and spiritual conflicts unfold.
- F. None of above. chosen
Statements (29)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
county seat ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| county | Marshall County, Oklahoma ⓘ |
| foundedAsTown | early 1900s ⓘ |
| governmentType | council–manager government ⓘ |
| hasAreaCode | 580 ⓘ |
| hasFunction |
local trade center
ⓘ
service center for surrounding rural area ⓘ |
| hasGNISFeatureClass | populated place ⓘ |
| hasZIPCode | 73446 ⓘ |
| isCountySeatOf | Marshall County, Oklahoma ⓘ |
| isRegionalHubFor |
Marshall County, Oklahoma
ⓘ
Texoma region ⓘ |
| locatedIn | southern Oklahoma ⓘ |
| locatedInRegion | Southern United States ⓘ |
| locatedInTimeZone | Central Time Zone ⓘ |
| locatedNear |
Lake Texoma
ⓘ
U.S. Route 177 ⓘ U.S. Route 70 ⓘ |
| namedAfter | George Alexander Madill ⓘ |
| partOf |
Marshall County, Oklahoma
ⓘ
Oklahoma ⓘ Texoma region ⓘ United States of America ⓘ
surface form:
United States
|
| region |
Texoma region
ⓘ
surface form:
Texoma
|
| state | Oklahoma ⓘ |
| timeZoneDST | CDT ⓘ |
| timeZoneStandard | CST ⓘ |
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: Madill, Oklahoma Description of subject: Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
Referenced by (5)
Full triples — surface form annotated when it differs from this entity's canonical label.