Clearfield, Iowa
E1024193
Clearfield, Iowa is a small rural city located in southwestern Iowa within Taylor County.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Clearfield, Iowa canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T12729743 — 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: Clearfield, Iowa Context triple: [Taylor County, Iowa, containsSettlement, Clearfield, Iowa]
-
A.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
B.
Clarion, Iowa
Clarion, Iowa is a small city in north-central Iowa that serves as the county seat of Wright County and a local hub for agriculture and community services.
-
C.
Greenfield, Iowa
Greenfield, Iowa is a small city in southwestern Iowa known as the administrative and commercial hub of Adair County.
-
D.
Williamson, Iowa
Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
-
E.
Central City, Iowa
Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
- 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: Clearfield, Iowa Target entity description: Clearfield, Iowa is a small rural city located in southwestern Iowa within Taylor County.
-
A.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
-
B.
Clarion, Iowa
Clarion, Iowa is a small city in north-central Iowa that serves as the county seat of Wright County and a local hub for agriculture and community services.
-
C.
Greenfield, Iowa
Greenfield, Iowa is a small city in southwestern Iowa known as the administrative and commercial hub of Adair County.
-
D.
Williamson, Iowa
Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
-
E.
Central City, Iowa
Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
- F. None of above. chosen
Statements (32)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
human settlement ⓘ |
| areaCode | 641 ⓘ |
| continent | North America ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| countryCode | US ⓘ |
| GNISFeatureClass | populated place ⓘ |
| governmentType | mayor–council government ⓘ |
| hasCharacteristic |
rural community
ⓘ
small population ⓘ |
| hasClimate | humid continental climate ⓘ |
| hasLandUse |
agricultural
ⓘ
commercial ⓘ residential ⓘ |
| hasLocalGovernment | City of Clearfield government ⓘ |
| hasSettlementType | rural city ⓘ |
| isPartOf | Taylor County, Iowa NERFINISHED ⓘ |
| isSubjectOf | United States Census data ⓘ |
| locatedIn | Taylor County, Iowa NERFINISHED ⓘ |
| locatedInAdministrativeTerritorialEntity | Iowa ⓘ |
| locatedInCounty | Taylor County, Iowa NERFINISHED ⓘ |
| locatedInRegion | southwestern Iowa ⓘ |
| locatedInU.S.CensusDivision |
West North Central
ⓘ
linked to:
West North Central United States
|
| locatedInU.S.CensusRegion | Midwest ⓘ |
| partOf | Taylor County, Iowa NERFINISHED ⓘ |
| postalCodePrefix | 50840 ⓘ |
| primaryEconomicActivities |
agricultural services
ⓘ
agriculture ⓘ |
| roadAccessVia | Iowa state highways (regional network) ⓘ |
| state | Iowa ⓘ |
| timeZone | Central Time Zone ⓘ |
| 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: Clearfield, Iowa Description of subject: Clearfield, Iowa is a small rural city located in southwestern Iowa within Taylor County.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
Taylor County