Muldraugh, Kentucky
E222006
Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Muldraugh, Kentucky canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T1990771 — 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: Muldraugh, Kentucky Context triple: [Meade County, Kentucky, hasCommunity, Muldraugh, Kentucky]
-
A.
Magnolia, Kentucky
Magnolia, Kentucky is a small unincorporated community in LaRue County located near Hodgenville in central Kentucky.
-
B.
Radcliff, Kentucky
Radcliff, Kentucky is a city in north-central Kentucky closely associated with the nearby Fort Knox military installation and serving as one of the main urban centers in the Elizabethtown–Fort Knox region.
-
C.
Upton, Kentucky
Upton, Kentucky is a small rural city located in central Kentucky that lies along Interstate 65 and spans both Hardin and LaRue counties.
-
D.
Sonora, Kentucky
Sonora, Kentucky is a small rural city in central Kentucky known for its location along major transportation routes and its close ties to the surrounding agricultural region.
-
E.
Jenkins, Kentucky
Jenkins, Kentucky is a small coal-mining town in Letcher County in eastern Kentucky, historically tied to the Appalachian coal industry.
- 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: Muldraugh, Kentucky Target entity description: Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
-
A.
Magnolia, Kentucky
Magnolia, Kentucky is a small unincorporated community in LaRue County located near Hodgenville in central Kentucky.
-
B.
Radcliff, Kentucky
Radcliff, Kentucky is a city in north-central Kentucky closely associated with the nearby Fort Knox military installation and serving as one of the main urban centers in the Elizabethtown–Fort Knox region.
-
C.
Upton, Kentucky
Upton, Kentucky is a small rural city located in central Kentucky that lies along Interstate 65 and spans both Hardin and LaRue counties.
-
D.
Sonora, Kentucky
Sonora, Kentucky is a small rural city in central Kentucky known for its location along major transportation routes and its close ties to the surrounding agricultural region.
-
E.
Jenkins, Kentucky
Jenkins, Kentucky is a small coal-mining town in Letcher County in eastern Kentucky, historically tied to the Appalachian coal industry.
- F. None of above. chosen
Statements (30)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| adjacentTo |
Fort Knox installation
ⓘ
surface form:
Fort Knox military reservation
|
| areaCode | 502 ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| elevation | approximately 738 feet ⓘ |
| feature | steep hills at north and south city limits ⓘ |
| governmentType | home rule-class city ⓘ |
| hasLandUse |
commercial
ⓘ
residential ⓘ |
| hasNearbyFacility |
Fort Knox installation
ⓘ
surface form:
United States Army base Fort Knox
|
| locatedIn |
Hardin County, Kentucky
ⓘ
Meade County, Kentucky ⓘ United States Census Bureau-defined area ⓘ |
| locatedInRegion | north-central Kentucky ⓘ |
| locatedOn | U.S. Route 31W NERFINISHED ⓘ |
| namedAfter | Muldraugh Hill ⓘ |
| near |
Fort Knox installation
ⓘ
surface form:
Fort Knox
|
| partOf | Louisville metropolitan area ⓘ |
| populationCharacteristic | small city ⓘ |
| postalCode | 40155 ⓘ |
| region | north-central United States South ⓘ |
| roadAccess |
U.S. Route 31W
NERFINISHED
ⓘ
near Interstate 65 ⓘ |
| state | Kentucky ⓘ |
| subdivisionType | city in Kentucky ⓘ |
| timeZone | Central Time Zone ⓘ |
| timeZoneDST |
Central Time Zone
ⓘ
surface form:
Central Daylight Time
|
| transportationRoute |
Kentucky Route 1638
ⓘ
U.S. Route 31W NERFINISHED ⓘ |
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: Muldraugh, Kentucky Description of subject: Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.