Yellow Springs, Ohio, United States
E95795
Yellow Springs, Ohio, United States is a small, artsy village known for its progressive community, vibrant cultural scene, and historic ties to Antioch College.
All labels observed (6)
| Label | Occurrences |
|---|---|
| Yellow Springs, Ohio | 20 |
| Yellow Springs, Ohio, United States canonical | 6 |
| Village of Yellow Springs, Ohio | 1 |
| Yellow Springs area | 1 |
| Yellow Springs community in Ohio | 1 |
| Yellow Springs village government | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T744651 — 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: Yellow Springs, Ohio, United States Context triple: [Dave Chappelle, residence, Yellow Springs, Ohio, United States]
-
A.
Springfield, Ohio, United States
Springfield, Ohio, United States is a mid-sized city in southwestern Ohio known as the birthplace of musician John Legend and for its historical role in regional industry and transportation.
-
B.
Cincinnati, Ohio, United States
Cincinnati, Ohio, United States, is a major Midwestern city on the Ohio River known historically as a key 19th-century cultural and economic center and a crossroads between the American North and South.
-
C.
Steubenville, Ohio
Steubenville, Ohio is a historic industrial city along the Ohio River known for its steel production heritage and role as a regional transportation hub.
-
D.
Norwalk, Ohio
Norwalk, Ohio is a small city in northern Ohio that serves as the county seat of Huron County and a regional hub for the surrounding rural communities.
-
E.
Urbana, Ohio, United States
Urbana is a small city in western Ohio, United States, known as the seat of Champaign County and for its historic downtown and educational institutions.
- 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: Yellow Springs, Ohio, United States Target entity description: Yellow Springs, Ohio, United States is a small, artsy village known for its progressive community, vibrant cultural scene, and historic ties to Antioch College.
-
A.
Springfield, Ohio, United States
Springfield, Ohio, United States is a mid-sized city in southwestern Ohio known as the birthplace of musician John Legend and for its historical role in regional industry and transportation.
-
B.
Cincinnati, Ohio, United States
Cincinnati, Ohio, United States, is a major Midwestern city on the Ohio River known historically as a key 19th-century cultural and economic center and a crossroads between the American North and South.
-
C.
Steubenville, Ohio
Steubenville, Ohio is a historic industrial city along the Ohio River known for its steel production heritage and role as a regional transportation hub.
-
D.
Norwalk, Ohio
Norwalk, Ohio is a small city in northern Ohio that serves as the county seat of Huron County and a regional hub for the surrounding rural communities.
-
E.
Urbana, Ohio, United States
Urbana is a small city in western Ohio, United States, known as the seat of Champaign County and for its historic downtown and educational institutions.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
municipality
ⓘ
village ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| county | Greene County, Ohio ⓘ |
| distanceToDayton | about 20 miles east of Dayton ⓘ |
| distanceToSpringfield | about 10 miles south of Springfield ⓘ |
| governedBy | village council ⓘ |
| hasAreaCode | 937 ⓘ |
| hasClimate | humid continental climate ⓘ |
| hasCulturalEvent |
Art on the Lawn
ⓘ
Street Fair (Yellow Springs Street Fair) ⓘ Yellow Springs Pride events ⓘ |
| hasDemographicCharacteristic |
high proportion of artists and creatives
ⓘ
politically liberal community ⓘ racially and culturally diverse population ⓘ |
| hasEconomicActivity |
arts and crafts retail
ⓘ
education ⓘ tourism ⓘ |
| hasEducationalInstitution | Antioch College ⓘ |
| hasFeature |
bike-friendly streets
ⓘ
independent coffee shops ⓘ local breweries ⓘ walkable downtown ⓘ |
| hasGovernmentType | council–manager government ⓘ |
| hasHistoricMovementAssociation |
anti-war activism
ⓘ
civil rights activism ⓘ environmentalism ⓘ |
| hasNearbyProtectedArea |
Clifton Gorge State Nature Preserve
ⓘ
Glen Helen Nature Preserve ⓘ John Bryan State Park ⓘ |
| hasNotableInstitution |
Little Art Theatre
ⓘ
Yellow Springs Historical Society ⓘ Yellow Springs News (local newspaper) ⓘ |
| hasPopulation | approximately 3,700 (2020 census) ⓘ |
| hasSettlementType | village ⓘ |
| hasZIPCode | 45387 ⓘ |
| incorporatedAsVillage | 1856 ⓘ |
| knownFor |
cultural festivals
ⓘ
historic ties to Antioch College ⓘ independent shops and galleries ⓘ progressive community ⓘ street art and murals ⓘ vibrant arts scene ⓘ |
| locatedInTimeZone | Eastern Time Zone ⓘ |
| locatedNear |
Dayton, Ohio
ⓘ
linked to:
Dayton, Ohio, United States
Springfield, Ohio ⓘ |
| namedAfter | nearby natural yellow mineral springs ⓘ |
| partOfMetropolitanArea | Dayton metropolitan area ⓘ |
| state | Ohio ⓘ |
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: Yellow Springs, Ohio, United States Description of subject: Yellow Springs, Ohio, United States is a small, artsy village known for its progressive community, vibrant cultural scene, and historic ties to Antioch College.
Referenced by (30)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
subject linked to:
western Ohio
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
subject linked to:
Yellow Springs News (local newspaper)
linked to: Yellow Springs, Ohio, United States
subject linked to:
Yellow Springs News (local newspaper)
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States
linked to: Yellow Springs, Ohio, United States