U.S. Route 82
E461241
U.S. Route 82 is a major east–west U.S. Highway running across the southern United States, linking Texas to Georgia and serving as an important regional transportation corridor.
All labels observed (5)
| Label | Occurrences |
|---|---|
| U.S. Route 82 canonical | 11 |
| U.S. Highway 82 | 1 |
| U.S. Route 82 in Texas | 1 |
| U.S. Route 82 passes through Cuthbert | 1 |
| served by U.S. Route 82 | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T687036 — 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 82 Context triple: [Georgia State Route 520, connectsTo, U.S. Route 82]
-
A.
U.S. Route 81
U.S. Route 81 is a major north–south United States highway running from Texas to the Canadian border, historically following much of the old Meridian Highway route.
-
B.
U.S. Route 85
U.S. Route 85 is a major north–south United States highway running from the Mexican border in Texas through several central and Rocky Mountain states to the Canadian border in North Dakota.
-
C.
U.S. Route 87
U.S. Route 87 is a major north–south U.S. Highway running from Texas through the Great Plains and Rocky Mountain states, serving key cities and regions including parts of the Front Range Urban Corridor.
-
D.
U.S. Route 64
U.S. Route 64 is a major east–west United States highway that stretches from Arizona to the North Carolina coast, connecting numerous states and regional centers across the southern part of the country.
-
E.
U.S. Route 75
U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
- 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 82 Target entity description: U.S. Route 82 is a major east–west U.S. Highway running across the southern United States, linking Texas to Georgia and serving as an important regional transportation corridor.
-
A.
U.S. Route 81
U.S. Route 81 is a major north–south United States highway running from Texas to the Canadian border, historically following much of the old Meridian Highway route.
-
B.
U.S. Route 85
U.S. Route 85 is a major north–south United States highway running from the Mexican border in Texas through several central and Rocky Mountain states to the Canadian border in North Dakota.
-
C.
U.S. Route 87
U.S. Route 87 is a major north–south U.S. Highway running from Texas through the Great Plains and Rocky Mountain states, serving key cities and regions including parts of the Front Range Urban Corridor.
-
D.
U.S. Route 64
U.S. Route 64 is a major east–west United States highway that stretches from Arizona to the North Carolina coast, connecting numerous states and regional centers across the southern part of the country.
-
E.
U.S. Route 75
U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
U.S. Highway
ⓘ
east–west highway ⓘ |
| connectsRegion |
Arkansas Delta
NERFINISHED
ⓘ
Black Belt (Alabama) NERFINISHED ⓘ Mississippi Delta NERFINISHED ⓘ South Georgia NERFINISHED ⓘ West Texas NERFINISHED ⓘ |
| connectsState |
Georgia
NERFINISHED
ⓘ
Texas NERFINISHED ⓘ |
| connectsToHighway |
Interstate 20
NERFINISHED
ⓘ
Interstate 27 NERFINISHED ⓘ Interstate 35 NERFINISHED ⓘ Interstate 45 NERFINISHED ⓘ Interstate 55 NERFINISHED ⓘ Interstate 65 NERFINISHED ⓘ Interstate 75 NERFINISHED ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| crossesRiver | Mississippi River NERFINISHED ⓘ |
| easternTerminus | Brunswick, Georgia NERFINISHED ⓘ |
| function |
facilitates east–west travel across the southern United States
ⓘ
regional transportation corridor ⓘ |
| hasSegmentType |
divided highway
ⓘ
rural highway ⓘ urban arterial ⓘ |
| highwayNumber | 82 ⓘ |
| maintainedBy | state departments of transportation ⓘ |
| orientation | east–west ⓘ |
| partOf | United States Numbered Highway System ⓘ |
| passesThroughCity |
Albany, Georgia
NERFINISHED
ⓘ
Columbus, Mississippi NERFINISHED ⓘ Greenville, Mississippi NERFINISHED ⓘ Lubbock, Texas NERFINISHED ⓘ Montgomery, Alabama NERFINISHED ⓘ Texarkana, Arkansas NERFINISHED ⓘ Tifton, Georgia NERFINISHED ⓘ Tuscaloosa, Alabama NERFINISHED ⓘ Wichita Falls, Texas NERFINISHED ⓘ |
| riverCrossingLocation | Greenville, Mississippi NERFINISHED ⓘ |
| riverCrossingStructure | Greenville Bridge NERFINISHED ⓘ |
| runsThroughRegion | Southern United States NERFINISHED ⓘ |
| stateTraversed |
Alabama
NERFINISHED
ⓘ
Arkansas NERFINISHED ⓘ Georgia NERFINISHED ⓘ Mississippi NERFINISHED ⓘ New Mexico NERFINISHED ⓘ Oklahoma NERFINISHED ⓘ Texas NERFINISHED ⓘ Texas Panhandle NERFINISHED ⓘ |
| westernTerminus | Port Arthur, Texas NERFINISHED ⓘ |
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 82 Description of subject: U.S. Route 82 is a major east–west U.S. Highway running across the southern United States, linking Texas to Georgia and serving as an important regional transportation corridor.
Referenced by (15)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Itta Bena, Mississippi
subject surface form:
Itta Bena, Mississippi
this entity surface form:
U.S. Highway 82
subject surface form:
Indianola, Mississippi
subject surface form:
Columbus, Mississippi
this entity surface form:
U.S. Route 82 passes through Cuthbert
this entity surface form:
U.S. Route 82 in Texas
subject surface form:
Lovington, New Mexico
this entity surface form:
served by U.S. Route 82