U.S. Route 231 near Cottondale
E32346
U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
All labels observed (2)
| Label | Occurrences |
|---|---|
| U.S. Route 231 in Panama City | 1 |
| U.S. Route 231 near Cottondale canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T250042 — 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: U.S. Route 231 near Cottondale Context triple: [Interstate 10 in Florida, hasJunctionWith, U.S. Route 231 near Cottondale]
-
A.
U.S. Route 98 in Walton County, Florida
U.S. Route 98 in Walton County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities, tourist destinations, and local traffic near the Gulf of Mexico.
-
B.
U.S. Route 98 in Santa Rosa County, Florida
U.S. Route 98 in Santa Rosa County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities and connects them to larger regional routes.
-
C.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
D.
U.S. Route 90 in Florida
U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
-
E.
U.S. Route 98 in Bay County, Florida
U.S. Route 98 in Bay County, Florida is a major east–west highway along the Florida Panhandle that serves as a primary coastal route through communities such as Panama City and Panama City Beach.
- 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: U.S. Route 231 near Cottondale Target entity description: U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
-
A.
U.S. Route 98 in Walton County, Florida
U.S. Route 98 in Walton County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities, tourist destinations, and local traffic near the Gulf of Mexico.
-
B.
U.S. Route 98 in Santa Rosa County, Florida
U.S. Route 98 in Santa Rosa County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities and connects them to larger regional routes.
-
C.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
D.
U.S. Route 90 in Florida
U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
-
E.
U.S. Route 98 in Bay County, Florida
U.S. Route 98 in Bay County, Florida is a major east–west highway along the Florida Panhandle that serves as a primary coastal route through communities such as Panama City and Panama City Beach.
- F. None of above. chosen
Statements (25)
| Predicate | Object |
|---|---|
| instanceOf |
highway segment
ⓘ
road transportation infrastructure ⓘ |
| accesses | local roads in and around Cottondale, Florida ⓘ |
| connectsRuralAreaTo |
Interstate Highway System
ⓘ
surface form:
Interstate highway network
|
| connectsTo |
I-10 in Florida
ⓘ
Interstate 10 ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| direction | north–south ⓘ |
| function | regional connector route ⓘ |
| hasLanes | multiple travel lanes ⓘ |
| highwaySystem | United States Numbered Highway System ⓘ |
| jurisdiction | Florida Department of Transportation ⓘ |
| locatedIn |
Florida Panhandle
ⓘ
Jackson County, Florida ⓘ |
| partOf |
U.S. Route 231
ⓘ
surface transportation network of northwest Florida ⓘ |
| partOfCorridor | north–south travel corridor in Florida Panhandle ⓘ |
| passesNear | Cottondale, Florida ⓘ |
| pavement | paved highway ⓘ |
| regionServed | Florida Panhandle transportation network ⓘ |
| roadType | U.S. Highway ⓘ |
| serves | rural areas of Jackson County, Florida ⓘ |
| servesAs | key connector between rural Jackson County and major east–west routes ⓘ |
| usedFor |
automobile traffic
ⓘ
truck traffic ⓘ |
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: U.S. Route 231 near Cottondale Description of subject: U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
U.S. Route 231 in Panama City