Littlefork, Minnesota
E947953
Littlefork, Minnesota is a small rural city in Koochiching County known for its location near the Little Fork River in northern Minnesota.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Littlefork, Minnesota canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T11801664 — 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: Littlefork, Minnesota Context triple: [Minnesota State Highway 65, serves, Littlefork, Minnesota]
-
A.
Milaca, Minnesota
Milaca, Minnesota is a small city in central Minnesota that serves as the county seat of Mille Lacs County and a local hub for the surrounding rural area.
-
B.
East Grand Forks, Minnesota
East Grand Forks, Minnesota is a small city in northwestern Minnesota located across the Red River from Grand Forks, North Dakota, forming part of a bi-state metropolitan area.
-
C.
Crosslake, Minnesota
Crosslake, Minnesota is a small resort and lake community in Crow Wing County known for its recreational opportunities in the Brainerd Lakes Area.
-
D.
Fountain, Minnesota
Fountain, Minnesota is a small city in southeastern Minnesota known as the "Sinkhole Capital of the United States" due to its karst topography and numerous sinkholes.
-
E.
Zumbro Falls, Minnesota
Zumbro Falls, Minnesota is a small rural city in Wabasha County known for its location along the Zumbro River and its susceptibility to river flooding.
- 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: Littlefork, Minnesota Target entity description: Littlefork, Minnesota is a small rural city in Koochiching County known for its location near the Little Fork River in northern Minnesota.
-
A.
Eitzen, Minnesota
Eitzen, Minnesota is a small city located in southeastern Minnesota near the Iowa border.
-
B.
Milaca, Minnesota
Milaca, Minnesota is a small city in central Minnesota that serves as the county seat of Mille Lacs County and a local hub for the surrounding rural area.
-
C.
East Grand Forks, Minnesota
East Grand Forks, Minnesota is a small city in northwestern Minnesota located across the Red River from Grand Forks, North Dakota, forming part of a bi-state metropolitan area.
-
D.
Crosslake, Minnesota
Crosslake, Minnesota is a small resort and lake community in Crow Wing County known for its recreational opportunities in the Brainerd Lakes Area.
-
E.
Fountain, Minnesota
Fountain, Minnesota is a small city in southeastern Minnesota known as the "Sinkhole Capital of the United States" due to its karst topography and numerous sinkholes.
- F. None of above. chosen
Statements (32)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| areaCode | 218 ⓘ |
| climate | humid continental climate ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| countrySubdivision | Midwestern United States ⓘ |
| county | Koochiching County NERFINISHED ⓘ |
| geographicRegion | Northern Minnesota NERFINISHED ⓘ |
| GNISFeatureClass | populated place ⓘ |
| governmentType | city government ⓘ |
| hasCharacteristic |
rural community
ⓘ
small population ⓘ |
| hasRiver | Little Fork River NERFINISHED ⓘ |
| isInCountry |
United States of America
ⓘ
surface form:
United States
|
| isInState | Minnesota NERFINISHED ⓘ |
| isRural | true ⓘ |
| locatedIn |
Koochiching County, Minnesota
NERFINISHED
ⓘ
northern Minnesota NERFINISHED ⓘ |
| locatedInTimeZone | Central Time Zone ⓘ |
| locatedInWatershed | Rainy River basin NERFINISHED ⓘ |
| locatedNear | Little Fork River NERFINISHED ⓘ |
| namedAfter | Little Fork River NERFINISHED ⓘ |
| partOf |
Koochiching County, Minnesota
NERFINISHED
ⓘ
United States of America ⓘ
surface form:
United States
|
| postalCode | 56653 ⓘ |
| primaryEconomicActivities |
agriculture
ⓘ
forestry ⓘ |
| region | Arrowhead Region of Minnesota NERFINISHED ⓘ |
| state | Minnesota ⓘ |
| timeZone |
Central Time Zone
ⓘ
surface form:
Central Standard Time
|
| timeZoneDST |
Central Time Zone
ⓘ
surface form:
Central Daylight Time
|
| transportationAccess | local county roads ⓘ |
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: Littlefork, Minnesota Description of subject: Littlefork, Minnesota is a small rural city in Koochiching County known for its location near the Little Fork River in northern Minnesota.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.