U.S. Route 431
E692557
U.S. Route 431 is a major north–south United States highway running through Alabama and several other southeastern states, connecting numerous rural communities and regional centers.
All labels observed (1)
| Label | Occurrences |
|---|---|
| U.S. Route 431 canonical | 10 |
How this entity was disambiguated
This entity first appeared as the object of triple T1316056 — 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 431 Context triple: [Chambers County, Alabama, hasMajorHighway, U.S. Route 431]
-
A.
U.S. Route 311
U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
-
B.
U.S. Route 411
U.S. Route 411 is a U.S. highway running through the southeastern United States, connecting cities in Alabama, Georgia, and Tennessee.
-
C.
U.S. Route 231
U.S. Route 231 is a major north–south United States highway that runs through several states in the central and southeastern U.S., connecting rural areas and regional cities.
-
D.
U.S. Route 441
U.S. Route 441 is a major north–south U.S. Highway running from Florida to Tennessee, serving as an important regional corridor through several southeastern states.
-
E.
U.S. Route 31E
U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
- 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 431 Target entity description: U.S. Route 431 is a major north–south United States highway running through Alabama and several other southeastern states, connecting numerous rural communities and regional centers.
-
A.
U.S. Route 311
U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
-
B.
U.S. Route 411
U.S. Route 411 is a U.S. highway running through the southeastern United States, connecting cities in Alabama, Georgia, and Tennessee.
-
C.
U.S. Route 231
U.S. Route 231 is a major north–south United States highway that runs through several states in the central and southeastern U.S., connecting rural areas and regional cities.
-
D.
U.S. Route 441
U.S. Route 441 is a major north–south U.S. Highway running from Florida to Tennessee, serving as an important regional corridor through several southeastern states.
-
E.
U.S. Route 31E
U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
- F. None of above. chosen
Statements (33)
| Predicate | Object |
|---|---|
| instanceOf |
United States Numbered Highway
ⓘ
north–south highway ⓘ |
| connects |
regional centers
ⓘ
rural communities ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| hasAbbreviation |
U.S. 431
NERFINISHED
ⓘ
US 431 ⓘ |
| hasAccessControl | at-grade intersections ⓘ |
| hasDirection |
north
ⓘ
south ⓘ |
| hasJunctionType |
signalized intersections
ⓘ
unsignalized intersections ⓘ |
| hasLanes |
multi-lane segments
ⓘ
two-lane segments ⓘ |
| locatedInRegion |
Southeastern United States
ⓘ
linked to:
Southern United States
|
| maintainedBy | state departments of transportation ⓘ |
| partOf | United States Numbered Highway System ⓘ |
| passesThrough | Alabama state highway network ⓘ |
| roadType | U.S. Highway ⓘ |
| routeNumber | 431 ⓘ |
| runsThrough |
Alabama
ⓘ
Georgia ⓘ Kentucky ⓘ Tennessee ⓘ |
| serves |
rural areas
ⓘ
small towns ⓘ |
| transportNetwork | road transport ⓘ |
| traverses |
multiple counties in Alabama
ⓘ
multiple counties in Georgia ⓘ multiple counties in Kentucky ⓘ multiple counties in Tennessee ⓘ |
| usedFor |
intercity travel
ⓘ
local access ⓘ |
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 431 Description of subject: U.S. Route 431 is a major north–south United States highway running through Alabama and several other southeastern states, connecting numerous rural communities and regional centers.
Referenced by (10)
Full triples — surface form annotated when it differs from this entity's canonical label.