Estherville, Iowa
E317607
Estherville, Iowa is a small city in Emmet County known for its rural Midwestern character and proximity to the Iowa Great Lakes region.
All labels observed (6)
| Label | Occurrences |
|---|---|
| Estherville, Iowa canonical | 13 |
| City of Estherville | 3 |
| Estherville | 2 |
| Estherville, Iowa, United States of America | 1 |
| Place Called Estherville | 1 |
| municipal government of Estherville | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T3010662 — 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: Estherville, Iowa Context triple: [northwestern Iowa, contains, Estherville, Iowa]
-
A.
Evansdale, Iowa
Evansdale, Iowa is a small suburban city in northeastern Iowa that functions largely as a residential community adjacent to the larger city of Waterloo.
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B.
Crawfordsville, Iowa
Crawfordsville, Iowa is a small rural city located in southeastern Iowa within Washington County.
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C.
Coralville, Iowa
Coralville, Iowa is a growing suburban city in eastern Iowa, located near Iowa City and known for its shopping centers, recreational amenities, and proximity to the University of Iowa.
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D.
Homestead, Iowa
Homestead, Iowa is a small unincorporated community historically known as one of the seven villages of the Amana Colonies in eastern Iowa.
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E.
Bedford, Iowa
Bedford, Iowa is a small city that serves as the county seat of Taylor County in southwestern Iowa.
- 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: Estherville, Iowa Target entity description: Estherville, Iowa is a small city in Emmet County known for its rural Midwestern character and proximity to the Iowa Great Lakes region.
-
A.
Evansdale, Iowa
Evansdale, Iowa is a small suburban city in northeastern Iowa that functions largely as a residential community adjacent to the larger city of Waterloo.
-
B.
Crawfordsville, Iowa
Crawfordsville, Iowa is a small rural city located in southeastern Iowa within Washington County.
-
C.
Coralville, Iowa
Coralville, Iowa is a growing suburban city in eastern Iowa, located near Iowa City and known for its shopping centers, recreational amenities, and proximity to the University of Iowa.
-
D.
Homestead, Iowa
Homestead, Iowa is a small unincorporated community historically known as one of the seven villages of the Amana Colonies in eastern Iowa.
-
E.
Bedford, Iowa
Bedford, Iowa is a small city that serves as the county seat of Taylor County in southwestern Iowa.
- F. None of above. chosen
Statements (49)
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: Estherville, Iowa Description of subject: Estherville, Iowa is a small city in Emmet County known for its rural Midwestern character and proximity to the Iowa Great Lakes region.
Referenced by (21)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Estherville, Iowa
linked to: Estherville, Iowa
linked to: Estherville, Iowa
linked to: Estherville, Iowa
linked to: Estherville, Iowa
linked to: Estherville, Iowa
linked to: Estherville, Iowa
linked to: Estherville, Iowa