Grafton, Wisconsin
E208559
Grafton, Wisconsin is a suburban village in Ozaukee County north of Milwaukee, known for its location along the Milwaukee River and its mix of residential, commercial, and historic areas.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Grafton, Wisconsin canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T1863410 — 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: Grafton, Wisconsin Context triple: [Milwaukee River, passesThrough, Grafton, Wisconsin]
-
A.
Mukwonago, Wisconsin
Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
-
B.
Bayfield, Wisconsin
Bayfield, Wisconsin is a small lakeside city on the shores of Lake Superior known as the gateway to the Apostle Islands National Lakeshore.
-
C.
Burlington, Wisconsin
Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
-
D.
Greendale, Wisconsin
Greendale, Wisconsin is a planned community and village near Milwaukee that was developed in the 1930s as one of the New Deal “Greenbelt” towns.
-
E.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
- 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: Grafton, Wisconsin Target entity description: Grafton, Wisconsin is a suburban village in Ozaukee County north of Milwaukee, known for its location along the Milwaukee River and its mix of residential, commercial, and historic areas.
-
A.
Mukwonago, Wisconsin
Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
-
B.
Bayfield, Wisconsin
Bayfield, Wisconsin is a small lakeside city on the shores of Lake Superior known as the gateway to the Apostle Islands National Lakeshore.
-
C.
Burlington, Wisconsin
Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
-
D.
Greendale, Wisconsin
Greendale, Wisconsin is a planned community and village near Milwaukee that was developed in the 1930s as one of the New Deal “Greenbelt” towns.
-
E.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
municipality
ⓘ
village ⓘ |
| adjacentTo |
Cedarburg, Wisconsin
ⓘ
Mequon ⓘ
surface form:
Mequon, Wisconsin
Port Washington ⓘ
surface form:
Port Washington, Wisconsin
|
| areaCode | 262 ⓘ |
| climate | humid continental climate ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| county | Ozaukee County ⓘ |
| governmentType | village board ⓘ |
| hasAreaType | historic district ⓘ |
| hasCharacteristic |
bedroom community for Milwaukee
ⓘ
mix of historic and modern development ⓘ suburban community ⓘ |
| hasEconomicActivity |
light manufacturing
ⓘ
retail trade ⓘ services ⓘ |
| hasEmergencyServices |
EMS services
ⓘ
fire department ⓘ police department ⓘ |
| hasFeature |
downtown business district
ⓘ
industrial parks ⓘ residential subdivisions ⓘ riverfront parks ⓘ |
| hasLandUse |
commercial
ⓘ
industrial ⓘ residential ⓘ |
| hasLeaderTitle | Village President ⓘ |
| hasPublicLibrary | public library ⓘ |
| hasRecreation |
Milwaukee River access
ⓘ
parks and trails ⓘ |
| hasSchoolDistrict | Grafton School District ⓘ |
| hasShoppingArea | regional retail center ⓘ |
| hasTransportation | local bus connections ⓘ |
| isSuburbOf |
Milwaukee
ⓘ
surface form:
Milwaukee, Wisconsin
|
| locatedAlong | Milwaukee River ⓘ |
| locatedIn |
Great Lakes region
ⓘ
Midwestern United States ⓘ North Shore of Milwaukee metropolitan area ⓘ |
| locatedOn |
Interstate 43
ⓘ
surface form:
Interstate 43 corridor
|
| nearestLargeCity |
Milwaukee
ⓘ
surface form:
Milwaukee, Wisconsin
|
| northOf |
Milwaukee
ⓘ
surface form:
Milwaukee, Wisconsin
|
| partOf |
Milwaukee–Racine–Waukesha combined statistical area
ⓘ
surface form:
Milwaukee metropolitan area
|
| postalCodeType | ZIP Code ⓘ |
| region | Ozaukee County north shore communities ⓘ |
| state | Wisconsin ⓘ |
| timeZone | Central Time Zone ⓘ |
| timeZoneDST |
Central Time Zone
ⓘ
surface form:
Central 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: Grafton, Wisconsin Description of subject: Grafton, Wisconsin is a suburban village in Ozaukee County north of Milwaukee, known for its location along the Milwaukee River and its mix of residential, commercial, and historic areas.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.