Appleton–Oshkosh–Neenah metropolitan area
E375553
The Appleton–Oshkosh–Neenah metropolitan area is a regional urban and economic hub in Wisconsin centered on the Fox River cities of Appleton, Oshkosh, and Neenah.
All labels observed (4)
How this entity was disambiguated
This entity first appeared as the object of triple T3571553 — 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: Appleton–Oshkosh–Neenah metropolitan area Context triple: [Northeastern Wisconsin, majorMetropolitanArea, Appleton–Oshkosh–Neenah metropolitan area]
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A.
Milwaukee–Racine–Waukesha combined statistical area
The Milwaukee–Racine–Waukesha combined statistical area is a U.S. Census–defined multi-county metropolitan region in southeastern Wisconsin centered on the cities of Milwaukee, Racine, and Waukesha.
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B.
Green Bay metropolitan area
The Green Bay metropolitan area is an urban and economic hub in northeastern Wisconsin centered around the city of Green Bay, known for its manufacturing, shipping, and strong sports culture.
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C.
Madison metropolitan area
The Madison metropolitan area is a regional urban and economic hub in south-central Wisconsin centered on the city of Madison, known for its state government, major university, and growing technology and service sectors.
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D.
Waukesha, Wisconsin
Waukesha, Wisconsin is a suburban city west of Milwaukee known for its historic downtown, former mineral springs resorts, and location along the Fox River.
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E.
La Crosse-Onalaska metropolitan area
The La Crosse–Onalaska metropolitan area is a bi-state urban region centered on the cities of La Crosse, Wisconsin, and Onalaska, encompassing surrounding communities along the upper Mississippi River.
- 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: Appleton–Oshkosh–Neenah metropolitan area Target entity description: The Appleton–Oshkosh–Neenah metropolitan area is a regional urban and economic hub in Wisconsin centered on the Fox River cities of Appleton, Oshkosh, and Neenah.
-
A.
Milwaukee–Racine–Waukesha combined statistical area
The Milwaukee–Racine–Waukesha combined statistical area is a U.S. Census–defined multi-county metropolitan region in southeastern Wisconsin centered on the cities of Milwaukee, Racine, and Waukesha.
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B.
Green Bay metropolitan area
The Green Bay metropolitan area is an urban and economic hub in northeastern Wisconsin centered around the city of Green Bay, known for its manufacturing, shipping, and strong sports culture.
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C.
Madison metropolitan area
The Madison metropolitan area is a regional urban and economic hub in south-central Wisconsin centered on the city of Madison, known for its state government, major university, and growing technology and service sectors.
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D.
Waukesha, Wisconsin
Waukesha, Wisconsin is a suburban city west of Milwaukee known for its historic downtown, former mineral springs resorts, and location along the Fox River.
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E.
La Crosse-Onalaska metropolitan area
The La Crosse–Onalaska metropolitan area is a bi-state urban region centered on the cities of La Crosse, Wisconsin, and Onalaska, encompassing surrounding communities along the upper Mississippi River.
- F. None of above. chosen
Statements (28)
| Predicate | Object |
|---|---|
| instanceOf |
metropolitan area
ⓘ
metropolitan statistical area ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| economicCenterFor | east-central Wisconsin ⓘ |
| hasCentralCity |
Appleton
ⓘ
surface form:
Appleton, Wisconsin
Neenah, Wisconsin ⓘ Oshkosh, Wisconsin ⓘ |
| hasCity |
Appleton
ⓘ
surface form:
Appleton, Wisconsin
Neenah, Wisconsin ⓘ Oshkosh, Wisconsin ⓘ |
| hasEconomicActivity |
education
ⓘ
healthcare ⓘ manufacturing ⓘ services ⓘ |
| language | English ⓘ |
| locatedIn |
Fox River Valley
ⓘ
Wisconsin ⓘ |
| locatedOn | Fox River ⓘ |
| namedAfter |
Appleton
ⓘ
surface form:
Appleton, Wisconsin
Neenah, Wisconsin ⓘ Oshkosh, Wisconsin ⓘ |
| partOf |
Fox Cities
ⓘ
surface form:
Fox Cities region
|
| regionType |
regional economic hub
ⓘ
regional urban hub ⓘ |
| state | Wisconsin ⓘ |
| timeZone | Central Time Zone ⓘ |
| traversedBy | Fox River ⓘ |
| urbanCenterFor |
Appleton–Oshkosh–Neenah metropolitan area
self-linksurface differs
ⓘ
surface form:
Fox River cities of Appleton, Oshkosh, and Neenah
|
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: Appleton–Oshkosh–Neenah metropolitan area Description of subject: The Appleton–Oshkosh–Neenah metropolitan area is a regional urban and economic hub in Wisconsin centered on the Fox River cities of Appleton, Oshkosh, and Neenah.
Referenced by (7)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Grand Chute, Wisconsin
this entity surface form:
Appleton, Wisconsin metropolitan area
this entity surface form:
Appleton, Wisconsin metropolitan area
Outagamie County, Wisconsin
→
isPartOfCombinedStatisticalArea
→
Appleton–Oshkosh–Neenah metropolitan area
ⓘ
this entity surface form:
Appleton–Oshkosh–Neenah combined statistical area
Appleton–Oshkosh–Neenah metropolitan area
→
urbanCenterFor
→
Appleton–Oshkosh–Neenah metropolitan area
self-linksurface differs
ⓘ
this entity surface form:
Fox River cities of Appleton, Oshkosh, and Neenah