U.S. Route 78 in Loganville, Georgia
E568488
U.S. Route 78 in Loganville, Georgia is a major east–west highway corridor that serves as a primary commercial and commuter route through the city.
All labels observed (3)
| Label | Occurrences |
|---|---|
| U.S. Route 78 in Georgia | 1 |
| U.S. Route 78 in Loganville, Georgia canonical | 1 |
| U.S. Route 78 in Monroe, Georgia | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T6105461 — 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 78 in Loganville, Georgia Context triple: [Georgia State Route 81, hasJunctionWith, U.S. Route 78 in Loganville, Georgia]
-
A.
U.S. Route 76 in Georgia
U.S. Route 76 in Georgia is an east–west U.S. Highway that traverses northern Georgia, connecting Chattanooga, Tennessee to South Carolina through cities such as Dalton and Clayton.
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B.
U.S. Route 278 in Warrenton, Georgia
U.S. Route 278 in Warrenton, Georgia is a segment of the east–west U.S. Highway 278 that passes through the city of Warrenton, serving as a key local thoroughfare and connector to other state and federal routes.
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C.
U.S. Route 27 in Georgia
U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
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D.
U.S. Route 17 in Georgia
U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
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E.
U.S. Route 29 near Newnan, Georgia
U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.
- 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 78 in Loganville, Georgia Target entity description: U.S. Route 78 in Loganville, Georgia is a major east–west highway corridor that serves as a primary commercial and commuter route through the city.
-
A.
U.S. Route 76 in Georgia
U.S. Route 76 in Georgia is an east–west U.S. Highway that traverses northern Georgia, connecting Chattanooga, Tennessee to South Carolina through cities such as Dalton and Clayton.
-
B.
U.S. Route 278 in Warrenton, Georgia
U.S. Route 278 in Warrenton, Georgia is a segment of the east–west U.S. Highway 278 that passes through the city of Warrenton, serving as a key local thoroughfare and connector to other state and federal routes.
-
C.
U.S. Route 27 in Georgia
U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
-
D.
U.S. Route 17 in Georgia
U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
-
E.
U.S. Route 29 near Newnan, Georgia
U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.
- F. None of above. chosen
Statements (30)
| Predicate | Object |
|---|---|
| instanceOf | highway segment ⓘ |
| category |
Roads in Gwinnett County, Georgia
ⓘ
Roads in Walton County, Georgia ⓘ U.S. Highways in Georgia ⓘ |
| connectsTo |
U.S. Route 78 east of Loganville
ⓘ
U.S. Route 78 west of Loganville ⓘ local streets in Loganville ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| direction | east–west ⓘ |
| function |
primary commercial route through Loganville
ⓘ
primary commuter route through Loganville ⓘ |
| hasLanes | multiple travel lanes ⓘ |
| highwaySystem | United States Numbered Highway System ⓘ |
| locatedIn |
Gwinnett County, Georgia
NERFINISHED
ⓘ
Loganville, Georgia NERFINISHED ⓘ State of Georgia NERFINISHED ⓘ Walton County, Georgia NERFINISHED ⓘ |
| maintainedBy | Georgia Department of Transportation ⓘ |
| partOf | U.S. Route 78 NERFINISHED ⓘ |
| passesThrough | downtown Loganville ⓘ |
| roleInCity | major transportation corridor for Loganville ⓘ |
| routeNumber | 78 ⓘ |
| routeType | U.S. Highway NERFINISHED ⓘ |
| speedLimitType | posted speed limits set by Georgia Department of Transportation ⓘ |
| supports |
access to commercial areas in Loganville
ⓘ
access to residential areas in Loganville ⓘ |
| traverses | urbanized area of Loganville ⓘ |
| usedFor |
commuter traffic
ⓘ
local traffic ⓘ regional 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 78 in Loganville, Georgia Description of subject: U.S. Route 78 in Loganville, Georgia is a major east–west highway corridor that serves as a primary commercial and commuter route through the city.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
U.S. Route 78 in Monroe, Georgia
this entity surface form:
U.S. Route 78 in Georgia