Williamstown, Kentucky, United States
E567579
Williamstown is a small city in northern Kentucky, United States, known as the county seat of Grant County and for attractions such as the Ark Encounter theme park.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Williamstown, Kentucky, United States canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T6077647 — 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: Williamstown, Kentucky, United States Context triple: [Arnie Risen, placeOfBirth, Williamstown, Kentucky, United States]
-
A.
Newport, Kentucky, USA
Newport, Kentucky, USA is a small historic city on the Ohio River across from Cincinnati, known for its riverfront, entertainment district, and role in Northern Kentucky’s urban core.
-
B.
Falmouth, Kentucky, United States
Falmouth, Kentucky, United States is a small city in Pendleton County best known as the hometown of Nobel Prize–winning molecular biologist Phillip A. Sharp.
-
C.
Maysville, Kentucky, United States
Maysville, Kentucky, United States is a historic Ohio River city in northeastern Kentucky known for its 19th-century architecture and role as a regional commercial and cultural center.
-
D.
Murray, Kentucky
Murray, Kentucky is a small city in southwestern Kentucky best known as the home of Murray State University and for its strong college-town atmosphere.
-
E.
Augusta, Kentucky, United States
Augusta, Kentucky, United States, is a small historic river town on the Ohio River known for its scenic setting and ties to the Clooney family.
- 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: Williamstown, Kentucky, United States Target entity description: Williamstown is a small city in northern Kentucky, United States, known as the county seat of Grant County and for attractions such as the Ark Encounter theme park.
-
A.
Newport, Kentucky, USA
Newport, Kentucky, USA is a small historic city on the Ohio River across from Cincinnati, known for its riverfront, entertainment district, and role in Northern Kentucky’s urban core.
-
B.
Falmouth, Kentucky, United States
Falmouth, Kentucky, United States is a small city in Pendleton County best known as the hometown of Nobel Prize–winning molecular biologist Phillip A. Sharp.
-
C.
Maysville, Kentucky, United States
Maysville, Kentucky, United States is a historic Ohio River city in northeastern Kentucky known for its 19th-century architecture and role as a regional commercial and cultural center.
-
D.
Murray, Kentucky
Murray, Kentucky is a small city in southwestern Kentucky best known as the home of Murray State University and for its strong college-town atmosphere.
-
E.
Augusta, Kentucky, United States
Augusta, Kentucky, United States, is a small historic river town on the Ohio River known for its scenic setting and ties to the Clooney family.
- F. None of above. chosen
Statements (45)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
county ⓘ public school district ⓘ reservoir ⓘ theme park ⓘ |
| areaCode | 859 ⓘ |
| climateClassification | humid subtropical climate ⓘ |
| coordinates | 38.638°N 84.560°W ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| county | Grant County, Kentucky NERFINISHED ⓘ |
| elevationInFeet | 912 ⓘ |
| elevationInMeters | 278 ⓘ |
| FIPSCode | 21-83672 ⓘ |
| foundedIn | 1820 ⓘ |
| GNISFeatureID | 2405799 ⓘ |
| governmentType | home rule-class city ⓘ |
| hasAttraction | Ark Encounter NERFINISHED ⓘ |
| hasLake | Williamstown Lake NERFINISHED ⓘ |
| hasLocalGovernment | mayor–council system ⓘ |
| hasPublicSchoolDistrict | Williamstown Independent Schools NERFINISHED ⓘ |
| incorporatedAsCity | 1908 ⓘ |
| isCountySeatOf | Grant County, Kentucky NERFINISHED ⓘ |
| isPartOf | Grant County, Kentucky NERFINISHED ⓘ |
| landAreaSquareKilometers | 43.66 ⓘ |
| landAreaSquareMiles | 16.86 ⓘ |
| locatedIn |
Williamstown, Kentucky
NERFINISHED
ⓘ
Williamstown, Kentucky NERFINISHED ⓘ |
| locatedInRegion | Northern Kentucky NERFINISHED ⓘ |
| locatedInTimeZone | Eastern Time Zone ⓘ |
| locatedNear | Cincinnati, Ohio metropolitan area NERFINISHED ⓘ |
| locatedOnHighway |
Interstate 75
NERFINISHED
ⓘ
U.S. Route 25 NERFINISHED ⓘ |
| majorEconomicSector |
retail trade
ⓘ
service industry ⓘ tourism ⓘ |
| medianHouseholdIncomeEstimate2020s | around 50000 USD ⓘ |
| namedAfter | William Arnold NERFINISHED ⓘ |
| populationCensus2020 | 3952 ⓘ |
| postalCode | 41097 ⓘ |
| servesCity | Williamstown, Kentucky NERFINISHED ⓘ |
| state |
Kentucky
ⓘ
Kentucky ⓘ |
| timeZoneDST |
Eastern Time Zone
ⓘ
surface form:
Eastern Daylight Time
|
| waterAreaSquareKilometers | 0.68 ⓘ |
| waterAreaSquareMiles | 0.26 ⓘ |
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: Williamstown, Kentucky, United States Description of subject: Williamstown is a small city in northern Kentucky, United States, known as the county seat of Grant County and for attractions such as the Ark Encounter theme park.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.