College Springs, Iowa
E693944
College Springs, Iowa is a small rural city in southwestern Iowa known for its agricultural surroundings and close-knit community.
All labels observed (1)
| Label | Occurrences |
|---|---|
| College Springs, Iowa canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T7793362 — 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: College Springs, Iowa Context triple: [Page County, Iowa, containsSettlement, College Springs, Iowa]
-
A.
Vernon Springs, Iowa
Vernon Springs, Iowa is a small unincorporated rural community located in Howard County in northeastern Iowa.
-
B.
Spring Hill, Iowa
Spring Hill, Iowa is a small rural city located in Warren County in the south-central part of the state.
-
C.
Lime Springs, Iowa
Lime Springs, Iowa is a small rural city in northeastern Iowa known for its close-knit community and agricultural surroundings.
-
D.
University Park, Iowa
University Park, Iowa is a small incorporated community located in Mahaska County in the southeastern part of the state.
-
E.
Rose Hill, Iowa
Rose Hill, Iowa is a small rural town located in Mahaska County in the southeastern part of the state.
- 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: College Springs, Iowa Target entity description: College Springs, Iowa is a small rural city in southwestern Iowa known for its agricultural surroundings and close-knit community.
-
A.
Vernon Springs, Iowa
Vernon Springs, Iowa is a small unincorporated rural community located in Howard County in northeastern Iowa.
-
B.
Spring Hill, Iowa
Spring Hill, Iowa is a small rural city located in Warren County in the south-central part of the state.
-
C.
Lime Springs, Iowa
Lime Springs, Iowa is a small rural city in northeastern Iowa known for its close-knit community and agricultural surroundings.
-
D.
University Park, Iowa
University Park, Iowa is a small incorporated community located in Mahaska County in the southeastern part of the state.
-
E.
Rose Hill, Iowa
Rose Hill, Iowa is a small rural town located in Mahaska County in the southeastern part of the state.
- F. None of above. chosen
Statements (28)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
human settlement ⓘ |
| areaCode | 712 ⓘ |
| country | United States of America ⓘ |
| countrySubdivision | Midwestern United States ⓘ |
| county | Page County, Iowa ⓘ |
| elevationInFeet | 1083 ⓘ |
| elevationInMeters | 330 ⓘ |
| FIPSCode | 19-15135 ⓘ |
| GNISFeatureID | 0455550 ⓘ |
| hasCharacteristic |
agricultural surroundings
ⓘ
close-knit community ⓘ rural community ⓘ small city ⓘ |
| hasClimate | humid continental climate ⓘ |
| hasCommunityType | small rural town ⓘ |
| hasGovernmentType | mayor–council government ⓘ |
| hasLandUse | agricultural land ⓘ |
| hasTransportation | local road network ⓘ |
| isPartOf |
Iowa
ⓘ
Page County, Iowa ⓘ United States ⓘ
linked to:
United States of America
|
| locatedIn | southwestern Iowa ⓘ |
| locatedInRegion | Great Plains ⓘ |
| locatedInTimeZone | Central Time Zone ⓘ |
| postalCode | 51637 ⓘ |
| state | Iowa ⓘ |
| timeZoneDST |
Central Daylight Time
ⓘ
linked to:
Central Time Zone
|
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: College Springs, Iowa Description of subject: College Springs, Iowa is a small rural city in southwestern Iowa known for its agricultural surroundings and close-knit community.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
Page County