Frostburg, Maryland
E913681
Frostburg, Maryland is a small Appalachian city in western Maryland known for its historic downtown, former coal-mining roots, and as the home of Frostburg State University.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Frostburg, Maryland canonical | 1 |
| Frostburg, Maryland area | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T10243438 — 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: Frostburg, Maryland Context triple: [Allegany County, Maryland, contains, Frostburg, Maryland]
-
A.
Hagerstown, Maryland
Hagerstown, Maryland is a city in western Maryland known as a regional hub near key Civil War sites and transportation routes.
-
B.
Boonsboro, Maryland
Boonsboro, Maryland is a small historic town in Washington County known for its proximity to Civil War sites and its location along the Appalachian Trail.
-
C.
Emmitsburg, Maryland
Emmitsburg, Maryland is a small historic town in northern Frederick County known for its religious institutions, including the nearby Mount St. Mary’s University and the National Shrine of Saint Elizabeth Ann Seton.
-
D.
Burkittsville, Maryland
Burkittsville, Maryland is a small historic town in Frederick County best known for its rural setting and its association with the film "The Blair Witch Project."
-
E.
Thurmont, Maryland
Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State 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: Frostburg, Maryland Target entity description: Frostburg, Maryland is a small Appalachian city in western Maryland known for its historic downtown, former coal-mining roots, and as the home of Frostburg State University.
-
A.
Hagerstown, Maryland
Hagerstown, Maryland is a city in western Maryland known as a regional hub near key Civil War sites and transportation routes.
-
B.
Boonsboro, Maryland
Boonsboro, Maryland is a small historic town in Washington County known for its proximity to Civil War sites and its location along the Appalachian Trail.
-
C.
Emmitsburg, Maryland
Emmitsburg, Maryland is a small historic town in northern Frederick County known for its religious institutions, including the nearby Mount St. Mary’s University and the National Shrine of Saint Elizabeth Ann Seton.
-
D.
Burkittsville, Maryland
Burkittsville, Maryland is a small historic town in Frederick County best known for its rural setting and its association with the film "The Blair Witch Project."
-
E.
Thurmont, Maryland
Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State Park.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| areaCode |
240
ⓘ
301 ⓘ |
| climate | humid continental climate ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| countryCode | US NERFINISHED ⓘ |
| county | Allegany County, Maryland NERFINISHED ⓘ |
| demographicType | small city ⓘ |
| elevation | approximately 2000 feet above sea level ⓘ |
| governingBody | Mayor and City Council of Frostburg NERFINISHED ⓘ |
| hasAttraction |
Frostburg Museum
NERFINISHED
ⓘ
Thrasher Carriage Museum NERFINISHED ⓘ Western Maryland Scenic Railroad terminus ⓘ |
| hasCulturalEvent |
Frostburg Block Party
NERFINISHED
ⓘ
Storybook Holiday NERFINISHED ⓘ |
| hasHistoricDistrict | Frostburg Historic District NERFINISHED ⓘ |
| hasNickname | Frostburg NERFINISHED ⓘ |
| hasPublicLibrary | Frostburg Public Library NERFINISHED ⓘ |
| hasPublicTransit | Allegany County Transit (bus service) NERFINISHED ⓘ |
| hasTrailAccess | Great Allegheny Passage (nearby) NERFINISHED ⓘ |
| hasUniversity | Frostburg State University NERFINISHED ⓘ |
| higherEducationInstitution | Frostburg State University NERFINISHED ⓘ |
| historicalIndustry | coal mining ⓘ |
| isCollegeTown | true ⓘ |
| isPartOf | United States Appalachia ⓘ |
| knownFor |
Frostburg State University
NERFINISHED
ⓘ
coal mining history ⓘ historic downtown ⓘ |
| locatedIn |
Appalachian Mountains
ⓘ
Western Maryland NERFINISHED ⓘ |
| locatedInTimeZone | Eastern Time Zone ⓘ |
| locatedNear |
Cumberland, Maryland
NERFINISHED
ⓘ
LaVale, Maryland NERFINISHED ⓘ |
| locatedOn | U.S. Route 40 Alternate NERFINISHED ⓘ |
| nearestInterstateHighway | Interstate 68 NERFINISHED ⓘ |
| partOf | Cumberland, MD-WV Metropolitan Statistical Area NERFINISHED ⓘ |
| postalCode | 21532 ⓘ |
| primaryEconomicSectors |
higher education
ⓘ
service industries ⓘ tourism ⓘ |
| region | Appalachia NERFINISHED ⓘ |
| registeredOn | National Register of Historic Places (historic district) NERFINISHED ⓘ |
| state | Maryland ⓘ |
| timeZoneDST |
Eastern Time Zone
ⓘ
surface form:
Eastern Daylight Time
|
| transportHistory | National Road NERFINISHED ⓘ |
| universityType | public university (Frostburg State University) ⓘ |
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: Frostburg, Maryland Description of subject: Frostburg, Maryland is a small Appalachian city in western Maryland known for its historic downtown, former coal-mining roots, and as the home of Frostburg State University.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Frostburg, Maryland area