Boiling Springs, North Carolina
E676586
Boiling Springs, North Carolina is a small town in Cleveland County best known as the home of Gardner–Webb University and its close-knit academic community.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Boiling Springs, North Carolina canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T7611575 — 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: Boiling Springs, North Carolina Context triple: [Gardner–Webb Junior College, locatedIn, Boiling Springs, North Carolina]
-
A.
Boiling Springs, South Carolina
Boiling Springs, South Carolina is a rapidly growing suburban community in Spartanburg County known for its residential neighborhoods, schools, and proximity to the broader Upstate region’s economic centers.
-
B.
Red Springs, North Carolina
Red Springs, North Carolina is a small town in Robeson County that serves as one of the historic communities associated with the Lumbee Native American tribe.
-
C.
Mineral Springs, North Carolina
Mineral Springs, North Carolina is a small rural town in Union County known for its equestrian community, rolling countryside, and residential character within the Charlotte metropolitan area.
-
D.
Hot Springs, North Carolina
Hot Springs, North Carolina is a small resort town in Madison County known for its natural mineral hot springs and scenic location along the Appalachian Trail.
-
E.
Buies Creek, North Carolina
Buies Creek, North Carolina, is a small unincorporated community best known as the home of Campbell University in Harnett County.
- 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: Boiling Springs, North Carolina Target entity description: Boiling Springs, North Carolina is a small town in Cleveland County best known as the home of Gardner–Webb University and its close-knit academic community.
-
A.
Boiling Springs, South Carolina
Boiling Springs, South Carolina is a rapidly growing suburban community in Spartanburg County known for its residential neighborhoods, schools, and proximity to the broader Upstate region’s economic centers.
-
B.
Red Springs, North Carolina
Red Springs, North Carolina is a small town in Robeson County that serves as one of the historic communities associated with the Lumbee Native American tribe.
-
C.
Mineral Springs, North Carolina
Mineral Springs, North Carolina is a small rural town in Union County known for its equestrian community, rolling countryside, and residential character within the Charlotte metropolitan area.
-
D.
Hot Springs, North Carolina
Hot Springs, North Carolina is a small resort town in Madison County known for its natural mineral hot springs and scenic location along the Appalachian Trail.
-
E.
Buies Creek, North Carolina
Buies Creek, North Carolina, is a small unincorporated community best known as the home of Campbell University in Harnett County.
- F. None of above. chosen
Statements (30)
| Predicate | Object |
|---|---|
| instanceOf | town ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| county | Cleveland County, North Carolina NERFINISHED ⓘ |
| governmentType | town council ⓘ |
| hasAreaCode |
704
ⓘ
980 ⓘ |
| hasClimate | humid subtropical climate ⓘ |
| hasCommunityCharacteristic | close-knit community ⓘ |
| hasEducationalRole | regional center for higher education ⓘ |
| hasFIPSCode | 37-07300 ⓘ |
| hasGNISFeatureID | 2405280 ⓘ |
| hasHigherEducationInstitution | Gardner–Webb University NERFINISHED ⓘ |
| hasMotto | Crossroads of Opportunity ⓘ |
| hasPopulationCharacteristic | small town ⓘ |
| hasPrimaryEconomicDriver | higher education ⓘ |
| hasPrimaryLandUse |
educational
ⓘ
residential ⓘ |
| hasSettlementType | town ⓘ |
| hasUniversity | Gardner–Webb University NERFINISHED ⓘ |
| isCollegeTownOf | Gardner–Webb University NERFINISHED ⓘ |
| isNamedAfter | nearby boiling spring ⓘ |
| knownFor |
Gardner–Webb University
NERFINISHED
ⓘ
close-knit academic community ⓘ |
| locatedIn | Cleveland County, North Carolina NERFINISHED ⓘ |
| locatedInRegion | Piedmont region of North Carolina NERFINISHED ⓘ |
| locatedInTimeZone | Eastern Time Zone ⓘ |
| partOf | Charlotte metropolitan area NERFINISHED ⓘ |
| postalCode | 28152 ⓘ |
| state | North Carolina NERFINISHED ⓘ |
| timeZoneDST |
Eastern Time Zone
ⓘ
surface form:
Eastern 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: Boiling Springs, North Carolina Description of subject: Boiling Springs, North Carolina is a small town in Cleveland County best known as the home of Gardner–Webb University and its close-knit academic community.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Cleveland County, North Carolina