Zumbro Falls, Minnesota
E830660
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.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Zumbro Falls, Minnesota canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T9941314 — 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: Zumbro Falls, Minnesota Context triple: [Zumbro River, hasCityOnRiver, Zumbro Falls, Minnesota]
-
A.
Fergus Falls, Minnesota
Fergus Falls, Minnesota is a small city in west-central Minnesota known as a regional center for government, healthcare, and commerce.
-
B.
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.
-
C.
Granite Falls, Minnesota
Granite Falls, Minnesota is a small city in southwestern Minnesota known for its scenic riverfront, historic downtown, and proximity to regional parks and natural attractions.
-
D.
Grand Portage, Minnesota
Grand Portage, Minnesota is a small community in northeastern Minnesota known as a historic fur trade hub and gateway to the Grand Portage National Monument and the nearby Pigeon River on the U.S.–Canada border.
-
E.
Vadnais Heights, Minnesota
Vadnais Heights, Minnesota is a suburban city in the Twin Cities metropolitan area known for its residential neighborhoods, parks, and proximity to Saint Paul.
- 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: Zumbro Falls, Minnesota Target entity description: 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.
-
A.
Fergus Falls, Minnesota
Fergus Falls, Minnesota is a small city in west-central Minnesota known as a regional center for government, healthcare, and commerce.
-
B.
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.
-
C.
Granite Falls, Minnesota
Granite Falls, Minnesota is a small city in southwestern Minnesota known for its scenic riverfront, historic downtown, and proximity to regional parks and natural attractions.
-
D.
Grand Portage, Minnesota
Grand Portage, Minnesota is a small community in northeastern Minnesota known as a historic fur trade hub and gateway to the Grand Portage National Monument and the nearby Pigeon River on the U.S.–Canada border.
-
E.
Vadnais Heights, Minnesota
Vadnais Heights, Minnesota is a suburban city in the Twin Cities metropolitan area known for its residential neighborhoods, parks, and proximity to Saint Paul.
- F. None of above. chosen
Statements (32)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| areaCodeType | telephone area code ⓘ |
| climateRegion | humid continental climate ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| countrySubdivision | Midwestern United States ⓘ |
| county | Wabasha County NERFINISHED ⓘ |
| drainageBasin | Mississippi River basin NERFINISHED ⓘ |
| economicCharacteristic |
agriculture in surrounding area
ⓘ
small local businesses ⓘ |
| floodRiskSource | Zumbro River NERFINISHED ⓘ |
| geographyCharacteristic | rural ⓘ |
| governmentType | city government ⓘ |
| hasNaturalHazard | flooding ⓘ |
| hasWaterFeature | Zumbro River NERFINISHED ⓘ |
| locatedIn |
Southeastern Minnesota
NERFINISHED
ⓘ
United States Census Bureau-defined rural area NERFINISHED ⓘ Wabasha County, Minnesota NERFINISHED ⓘ |
| locatedOnRiver | Zumbro River NERFINISHED ⓘ |
| namedAfter | Zumbro River NERFINISHED ⓘ |
| partOf | United States Upper Midwest NERFINISHED ⓘ |
| populationCharacteristic | small city ⓘ |
| postalCodeType | ZIP code ⓘ |
| region | Driftless Area (approximate) NERFINISHED ⓘ |
| riverValley | Zumbro River valley NERFINISHED ⓘ |
| state | Minnesota ⓘ |
| subjectTo | seasonal flooding ⓘ |
| susceptibleTo | river flooding ⓘ |
| timeZone | Central Time Zone ⓘ |
| timeZoneDST | CDT ⓘ |
| timeZoneStandard | CST ⓘ |
| transportationTypeNearby | 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: Zumbro Falls, Minnesota Description of subject: 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.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.