DeFuniak Springs, Florida
E17122
DeFuniak Springs is a small historic city in Florida’s Panhandle known for its perfectly round spring-fed lake and well-preserved Victorian-era architecture.
All labels observed (7)
| Label | Occurrences |
|---|---|
| DeFuniak Springs, Florida canonical | 16 |
| DeFuniak Springs | 3 |
| City of DeFuniak Springs | 2 |
| DeFuniak Springs area | 1 |
| DeFuniak Springs, Florida, United States | 1 |
| Downtown DeFuniak Springs | 1 |
| Downtown DeFuniak Springs area | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T59449 — 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: DeFuniak Springs, Florida Context triple: [U.S. Route 90 in Florida, connectsCity, DeFuniak Springs, Florida]
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A.
Milton, Florida
Milton, Florida is a small historic city in Santa Rosa County in the Florida Panhandle, known for its proximity to Pensacola and its role as a regional hub near Naval Air Station Whiting Field.
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B.
Crestview, Florida
Crestview, Florida is a small city in the Florida Panhandle known as a regional transportation hub and gateway to nearby military bases and Gulf Coast communities.
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C.
Chattahoochee, Florida
Chattahoochee, Florida is a small city in Gadsden County in the Florida Panhandle, known for its location near the Apalachicola River and the Florida-Georgia border.
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D.
Pensacola, Florida
Pensacola, Florida is a historic Gulf Coast city in the Florida Panhandle known for its white-sand beaches, naval air station, and role as one of the earliest European settlements in the United States.
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E.
Good Harbor Beach
Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
- 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: DeFuniak Springs, Florida Target entity description: DeFuniak Springs is a small historic city in Florida’s Panhandle known for its perfectly round spring-fed lake and well-preserved Victorian-era architecture.
-
A.
Milton, Florida
Milton, Florida is a small historic city in Santa Rosa County in the Florida Panhandle, known for its proximity to Pensacola and its role as a regional hub near Naval Air Station Whiting Field.
-
B.
Crestview, Florida
Crestview, Florida is a small city in the Florida Panhandle known as a regional transportation hub and gateway to nearby military bases and Gulf Coast communities.
-
C.
Chattahoochee, Florida
Chattahoochee, Florida is a small city in Gadsden County in the Florida Panhandle, known for its location near the Apalachicola River and the Florida-Georgia border.
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D.
Pensacola, Florida
Pensacola, Florida is a historic Gulf Coast city in the Florida Panhandle known for its white-sand beaches, naval air station, and role as one of the earliest European settlements in the United States.
-
E.
Good Harbor Beach
Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
- 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: DeFuniak Springs, Florida Description of subject: DeFuniak Springs is a small historic city in Florida’s Panhandle known for its perfectly round spring-fed lake and well-preserved Victorian-era architecture.
Referenced by (25)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: DeFuniak Springs, Florida
linked to: DeFuniak Springs, Florida
subject linked to:
historic Chautauqua Hall of Brotherhood
subject linked to:
historic Chautauqua Hall of Brotherhood
linked to: DeFuniak Springs, Florida
linked to: DeFuniak Springs, Florida
linked to: DeFuniak Springs, Florida
linked to: DeFuniak Springs, Florida
linked to: DeFuniak Springs, Florida
linked to: DeFuniak Springs, Florida
linked to: DeFuniak Springs, Florida