Madisonville, Kentucky
E444109
Madisonville, Kentucky is a small city in western Kentucky known historically for coal mining and as a regional hub for commerce and healthcare.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Madisonville, Kentucky canonical | 4 |
How this entity was disambiguated
This entity first appeared as the object of triple T3504397 — 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: Madisonville, Kentucky Context triple: [Western Kentucky, contains, Madisonville, Kentucky]
-
A.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
-
B.
Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
-
C.
Scottsville, Kentucky
Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
-
D.
Sadieville, Kentucky
Sadieville, Kentucky is a small rural city in Scott County known for its historic railroad roots and quiet, small-town character.
-
E.
Paris, Kentucky
Paris, Kentucky is a small historic city in Bourbon County known for its role in the heart of Kentucky’s Bluegrass horse country and its preserved 19th-century architecture.
- 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: Madisonville, Kentucky Target entity description: Madisonville, Kentucky is a small city in western Kentucky known historically for coal mining and as a regional hub for commerce and healthcare.
-
A.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
-
B.
Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
-
C.
Scottsville, Kentucky
Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
-
D.
Sadieville, Kentucky
Sadieville, Kentucky is a small rural city in Scott County known for its historic railroad roots and quiet, small-town character.
-
E.
Paris, Kentucky
Paris, Kentucky is a small historic city in Bourbon County known for its role in the heart of Kentucky’s Bluegrass horse country and its preserved 19th-century architecture.
- F. None of above. chosen
Statements (30)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
county seat ⓘ |
| areaCode |
270
ⓘ
364 ⓘ |
| climate | humid subtropical climate ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| countySeatOf | Hopkins County, Kentucky NERFINISHED ⓘ |
| GNISFeatureID | 0493410 ⓘ |
| governmentType | mayor–council government ⓘ |
| hasIndustry |
coal industry
ⓘ
education services ⓘ healthcare sector ⓘ retail trade ⓘ |
| hasTransportation |
Interstate 69
NERFINISHED
ⓘ
U.S. Route 41 NERFINISHED ⓘ |
| knownFor |
coal mining
ⓘ
regional commerce ⓘ regional healthcare services ⓘ |
| locatedIn |
Hopkins County, Kentucky
NERFINISHED
ⓘ
Ohio River watershed NERFINISHED ⓘ United States South ⓘ |
| namedAfter | James Madison NERFINISHED ⓘ |
| postalCode | 42431 ⓘ |
| region | Western Kentucky NERFINISHED ⓘ |
| role |
regional hub for commerce
ⓘ
regional hub for healthcare ⓘ |
| state | Kentucky ⓘ |
| subdivisionType | city of Kentucky ⓘ |
| timeZone | Central Time Zone ⓘ |
| timeZoneDST |
Central Time Zone
ⓘ
surface form:
Central Daylight Time
|
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: Madisonville, Kentucky Description of subject: Madisonville, Kentucky is a small city in western Kentucky known historically for coal mining and as a regional hub for commerce and healthcare.
Referenced by (4)
Full triples — surface form annotated when it differs from this entity's canonical label.