Newton, Iowa
E413842
Newton, Iowa is a small central Iowa city known historically for its manufacturing industry, particularly as the former headquarters of the Maytag Corporation.
All labels observed (3)
| Label | Occurrences |
|---|---|
| Newton, Iowa canonical | 2 |
| City of Newton, Iowa | 1 |
| Newton, Iowa, United States | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T4103411 — 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: Newton, Iowa Context triple: [Jasper County, Iowa, countySeat, Newton, Iowa]
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A.
Washington, Iowa
Washington, Iowa is a small city in southeastern Iowa known for its historic downtown, agricultural surroundings, and role as a local commercial and cultural hub.
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B.
Nashua, Iowa
Nashua, Iowa is a small city in northeastern Iowa known for its rural community character and proximity to the Cedar River.
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C.
Hartford, Iowa
Hartford, Iowa is a small city in south-central Iowa that forms part of the Des Moines metropolitan area.
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D.
Columbia, Iowa
Columbia, Iowa is a small unincorporated rural community located in Marion County in the U.S. state of Iowa.
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E.
Indianola, Iowa
Indianola, Iowa is a small city in central Iowa known for hosting the National Balloon Classic and for being home to Simpson College.
- 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: Newton, Iowa Target entity description: Newton, Iowa is a small central Iowa city known historically for its manufacturing industry, particularly as the former headquarters of the Maytag Corporation.
-
A.
Washington, Iowa
Washington, Iowa is a small city in southeastern Iowa known for its historic downtown, agricultural surroundings, and role as a local commercial and cultural hub.
-
B.
Nashua, Iowa
Nashua, Iowa is a small city in northeastern Iowa known for its rural community character and proximity to the Cedar River.
-
C.
Hartford, Iowa
Hartford, Iowa is a small city in south-central Iowa that forms part of the Des Moines metropolitan area.
-
D.
Columbia, Iowa
Columbia, Iowa is a small unincorporated rural community located in Marion County in the U.S. state of Iowa.
-
E.
Indianola, Iowa
Indianola, Iowa is a small city in central Iowa known for hosting the National Balloon Classic and for being home to Simpson College.
- F. None of above. chosen
Statements (33)
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: Newton, Iowa Description of subject: Newton, Iowa is a small central Iowa city known historically for its manufacturing industry, particularly as the former headquarters of the Maytag Corporation.
Referenced by (4)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
City of Newton, Iowa
this entity surface form:
Newton, Iowa, United States