Valley Mills, Texas
E420255
Valley Mills, Texas is a small rural city in Central Texas known for its close-knit community and location along the Bosque River northwest of Waco.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Valley Mills, Texas canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T3628093 — 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: Valley Mills, Texas Context triple: [McLennan County, contains, Valley Mills, Texas]
-
A.
Millsap, Texas
Millsap, Texas is a small rural town in North Texas known for its agricultural roots and close-knit community west of the Dallas–Fort Worth metroplex.
-
B.
Union Valley, Texas
Union Valley, Texas is a small rural town located in Hunt County in northeastern Texas.
-
C.
Valley View, Texas
Valley View, Texas is a small rural city in North Texas known for its close-knit community and location along Interstate 35 in Cooke County.
-
D.
Caddo Mills, Texas
Caddo Mills, Texas is a small rural city in North Texas known for its close-knit community and proximity to the Dallas–Fort Worth metropolitan area.
-
E.
Van Alstyne, Texas
Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
- 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: Valley Mills, Texas Target entity description: Valley Mills, Texas is a small rural city in Central Texas known for its close-knit community and location along the Bosque River northwest of Waco.
-
A.
Millsap, Texas
Millsap, Texas is a small rural town in North Texas known for its agricultural roots and close-knit community west of the Dallas–Fort Worth metroplex.
-
B.
Union Valley, Texas
Union Valley, Texas is a small rural town located in Hunt County in northeastern Texas.
-
C.
Valley View, Texas
Valley View, Texas is a small rural city in North Texas known for its close-knit community and location along Interstate 35 in Cooke County.
-
D.
Caddo Mills, Texas
Caddo Mills, Texas is a small rural city in North Texas known for its close-knit community and proximity to the Dallas–Fort Worth metropolitan area.
-
E.
Van Alstyne, Texas
Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| areaCode | 254 ⓘ |
| characteristic |
close-knit community
ⓘ
small rural community ⓘ |
| climate | humid subtropical climate ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| countrySubdivision | Bosque County ⓘ |
| demographicCharacteristic | predominantly non-urban population ⓘ |
| elevationAboveSeaLevel | approximately 666 feet ⓘ |
| governmentType | city government ⓘ |
| hasCommunityCharacteristic | locally organized events and gatherings ⓘ |
| hasEducationalInstitution | Valley Mills Independent School District ONNED1 ⓘ |
| hasEmergencyServices | local volunteer fire department ⓘ |
| hasFeature |
agricultural land surrounding city
ⓘ
residential neighborhoods ⓘ small downtown area ⓘ |
| hasLocalGovernment |
city council
ⓘ
mayor ⓘ |
| hasPostalCode | 76689 ⓘ |
| hasPublicSchool |
Valley Mills Elementary School
ⓘ
Valley Mills High School ⓘ |
| hasRecreationalActivity |
fishing on Bosque River
ⓘ
hunting in surrounding rural areas ⓘ outdoor recreation along Bosque River ⓘ |
| hasReligiousInstitution | multiple Christian churches ⓘ |
| locatedInAdministrativeTerritorialEntity | Bosque County, Texas NERFINISHED ⓘ |
| locatedInMetropolitanArea |
Waco, Texas
ⓘ
surface form:
Waco metropolitan area
|
| locatedInRegion | Bosque River Valley ⓘ |
| locatedNorthwestOf | Waco, Texas ⓘ |
| locatedOnRiver | Bosque River NERFINISHED ⓘ |
| nearbyCity |
Clifton, Texas, United States
ⓘ
surface form:
Clifton, Texas
Crawford, Texas NERFINISHED ⓘ McGregor, Texas NERFINISHED ⓘ |
| partOf |
central Texas
ⓘ
surface form:
Central Texas
|
| population | approximately 1200 ⓘ |
| primaryEconomicActivities |
agriculture
ⓘ
local services ⓘ ranching ⓘ |
| region | Heart of Texas ⓘ |
| regionalIdentity | Central Texas community ⓘ |
| regionType | rural ⓘ |
| roadAccess |
Farm to Market roads in Bosque County
ⓘ
Texas State Highway 6 NERFINISHED ⓘ |
| state | Texas ⓘ |
| timeZone | Central Time Zone ⓘ |
| timeZoneDST |
Central Time Zone
ⓘ
surface form:
Central Daylight Time
|
| transportationMode | automobile-dependent community ⓘ |
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: Valley Mills, Texas Description of subject: Valley Mills, Texas is a small rural city in Central Texas known for its close-knit community and location along the Bosque River northwest of Waco.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.