Carrollton

E25609

city municipality

Carrollton is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities, business parks, and convenient access to major highways.

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All labels observed (4)

Label	Occurrences
Carrollton, Texas	21
Carrollton canonical	6
Carroll household of Carrollton	1
City of Carrollton, Texas	1

How this entity was disambiguated

This entity first appeared as the object of triple T64977 — 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: Carrollton
Context triple: [Dallas County, Texas, contains, Carrollton]

A. Grand Prairie
Grand Prairie is a mid-sized suburban city in the Dallas–Fort Worth metropolitan area known for its family attractions, parks, and growing residential communities.
B. Cedar Hill
Cedar Hill is a suburban city in the Dallas–Fort Worth metropolitan area of Texas, known for its natural landscapes and proximity to Joe Pool Lake and Cedar Hill State Park.
C. Warrenton
Warrenton is a small historic town in Fauquier County that serves as a commercial and civic hub for the surrounding rural areas of Northern Virginia.
D. Kanesville
Kanesville was the mid-19th-century Mormon settlement that later became the city of Council Bluffs, Iowa.
E. LaGrange
LaGrange is a town in Dutchess County, New York, known as a suburban community in the Hudson Valley region.
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: Carrollton
Target entity description: Carrollton is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities, business parks, and convenient access to major highways.

A. Grand Prairie
Grand Prairie is a mid-sized suburban city in the Dallas–Fort Worth metropolitan area known for its family attractions, parks, and growing residential communities.
B. Cedar Hill
Cedar Hill is a suburban city in the Dallas–Fort Worth metropolitan area of Texas, known for its natural landscapes and proximity to Joe Pool Lake and Cedar Hill State Park.
C. Warrenton
Warrenton is a small historic town in Fauquier County that serves as a commercial and civic hub for the surrounding rural areas of Northern Virginia.
D. Kanesville
Kanesville was the mid-19th-century Mormon settlement that later became the city of Council Bluffs, Iowa.
E. LaGrange
LaGrange is a town in Dutchess County, New York, known as a suburban community in the Hudson Valley region.
F. None of above. chosen

Statements (49)

Predicate	Object
instanceOf	city ⓘ municipality ⓘ
areaCode	214 ⓘ 469 ⓘ 972 ⓘ
climate	humid subtropical climate ⓘ
country	United States of America ⓘ surface form: United States
demographicType	suburban population ⓘ
economy	logistics sector ⓘ manufacturing sector ⓘ professional services sector ⓘ
feature	commercial corridors ⓘ light industrial areas ⓘ single-family housing neighborhoods ⓘ suburban land use pattern ⓘ
governmentType	council–manager government ⓘ
hasHighwayAccess	Interstate 35E ⓘ President George Bush Turnpike ⓘ Sam Rayburn Tollway ⓘ Texas State Highway 121 ⓘ Texas State Highway 190 ⓘ
hasMayor	Steve Babick ⓘ
hasParkSystem	municipal parks and recreation areas ⓘ
hasPublicTransit	DART Light Rail ⓘ surface form: DART light rail
hasRailStation	Downtown Carrollton Station ⓘ North Carrollton/Frankford Station ⓘ Trinity Mills Station ⓘ
hasSchoolDistrict	Carrollton-Farmers Branch Independent School District ⓘ Dallas Independent School District ⓘ Lewisville Independent School District ⓘ
isSuburbOf	Dallas, Texas ⓘ surface form: Dallas Fort Worth, Texas ⓘ surface form: Fort Worth
knownFor	business parks ⓘ convenient access to major highways ⓘ residential communities ⓘ
locatedIn	Collin County, Texas ⓘ surface form: Collin County Dallas County, Texas ⓘ surface form: Dallas County Dallas–Fort Worth metroplex ⓘ surface form: Dallas–Fort Worth metropolitan area Dallas–Fort Worth metroplex ⓘ surface form: Dallas–Fort Worth–Arlington metropolitan statistical area Denton County, Texas ⓘ surface form: Denton County Texas ⓘ
partOf	Dallas–Fort Worth metroplex ⓘ surface form: Dallas–Fort Worth urban area North Texas ⓘ
postalCodeType	ZIP Code ⓘ
region	Southern United States ⓘ
state	Texas ⓘ
timeZone	Central Time Zone ⓘ
timeZoneDST	Central Time Zone ⓘ surface form: Central Daylight Time
transportation	automobile-oriented infrastructure ⓘ

How these facts were elicited