Shelby, Iowa
E168480
Shelby, Iowa is a small rural city in western Iowa known for its agricultural community and location along Interstate 80.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Shelby, Iowa canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T1385810 — 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: Shelby, Iowa Context triple: [Shelby County, Iowa, hasCity, Shelby, Iowa]
-
A.
Sheldon, Iowa
Sheldon, Iowa is a small northwestern Iowa city that serves as a regional hub for commerce, education, and transportation in O'Brien County and the surrounding area.
-
B.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
C.
Lowden, Iowa
Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
-
D.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
E.
Columbia, Iowa
Columbia, Iowa is a small unincorporated rural community located in Marion County in the U.S. state of 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: Shelby, Iowa Target entity description: Shelby, Iowa is a small rural city in western Iowa known for its agricultural community and location along Interstate 80.
-
A.
Sheldon, Iowa
Sheldon, Iowa is a small northwestern Iowa city that serves as a regional hub for commerce, education, and transportation in O'Brien County and the surrounding area.
-
B.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
C.
Lowden, Iowa
Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
-
D.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
E.
Columbia, Iowa
Columbia, Iowa is a small unincorporated rural community located in Marion County in the U.S. state of Iowa.
- F. None of above. chosen
Statements (25)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
human settlement ⓘ |
| country | United States of America ⓘ |
| countrySubdivision |
Iowa
ⓘ
surface form:
State of Iowa
|
| hasCharacteristic |
agricultural community
ⓘ
rural community ⓘ |
| hasClimate | humid continental climate ⓘ |
| hasFeature |
proximity to Interstate highway system
ⓘ
small population ⓘ |
| hasGovernmentType | city government ⓘ |
| hasName | Shelby ⓘ |
| hasPostalCode | 51570 ⓘ |
| hasPrimaryEconomicActivity | agriculture ⓘ |
| hasUTCOffset | UTC−06:00 ⓘ |
| hasUTCOffsetDST | UTC−05:00 ⓘ |
| isInCountySeatOf | Shelby County, Iowa (county seat is Harlan, not Shelby) ⓘ |
| locatedAlong | Interstate 80 ⓘ |
| locatedIn |
Iowa
ⓘ
Shelby County, Iowa NERFINISHED ⓘ |
| locatedInRegion | western Iowa ⓘ |
| locatedInTimeZone | Central Time Zone ⓘ |
| locatedOnContinent | North America ⓘ |
| partOf | Midwestern United States ⓘ |
| roadAccess | U.S. Route 59 NERFINISHED ⓘ |
| usesAreaCode | 712 ⓘ |
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: Shelby, Iowa Description of subject: Shelby, Iowa is a small rural city in western Iowa known for its agricultural community and location along Interstate 80.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Shelby County, Iowa