Rio Frio, Texas
E1041641
Rio Frio, Texas is an unincorporated community in the Texas Hill Country known for its scenic location along the clear, spring-fed Frio River and its outdoor recreation opportunities.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Rio Frio, Texas canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T13462767 — 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: Rio Frio, Texas Context triple: [Real County, Texas, hasCommunity, Rio Frio, Texas]
-
A.
Rio Hondo, Texas
Rio Hondo, Texas is a small city in the Rio Grande Valley region of South Texas known for its agricultural surroundings and proximity to the Arroyo Colorado.
-
B.
Rio Vista, Texas
Rio Vista, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings.
-
C.
Tioga, Texas
Tioga, Texas is a small rural town in north-central Texas known as the birthplace of country music legend Gene Autry.
-
D.
Shenandoah, Texas
Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
-
E.
Llano, Texas
Llano, Texas is a small historic city in the Texas Hill Country known for its scenic river setting, granite outcrops, and role as the county seat of Llano County.
- 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: Rio Frio, Texas Target entity description: Rio Frio, Texas is an unincorporated community in the Texas Hill Country known for its scenic location along the clear, spring-fed Frio River and its outdoor recreation opportunities.
-
A.
Rio Hondo, Texas
Rio Hondo, Texas is a small city in the Rio Grande Valley region of South Texas known for its agricultural surroundings and proximity to the Arroyo Colorado.
-
B.
Rio Vista, Texas
Rio Vista, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings.
-
C.
Tioga, Texas
Tioga, Texas is a small rural town in north-central Texas known as the birthplace of country music legend Gene Autry.
-
D.
Shenandoah, Texas
Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
-
E.
Llano, Texas
Llano, Texas is a small historic city in the Texas Hill Country known for its scenic river setting, granite outcrops, and role as the county seat of Llano County.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf | unincorporated community ⓘ |
| areaCode | 830 ⓘ |
| climate | humid subtropical climate ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| county | Real County, Texas NERFINISHED ⓘ |
| distanceToMajorCity | located west of San Antonio, Texas ⓘ |
| economicActivity |
hospitality industry
ⓘ
tourism ⓘ |
| elevationFeature | located in hilly terrain ⓘ |
| feature |
access points to Frio River
ⓘ
campgrounds ⓘ riverfront cabins ⓘ |
| geographicFeature | part of Edwards Plateau region ⓘ |
| governance | unincorporated area under Real County jurisdiction ⓘ |
| hasPostalService | yes ⓘ |
| knownFor |
camping
ⓘ
clear water of the Frio River ⓘ fishing ⓘ kayaking ⓘ outdoor recreation ⓘ scenic natural setting ⓘ swimming ⓘ tubing ⓘ vacation rentals ⓘ |
| language | English ⓘ |
| locatedIn |
Texas Hill Country
NERFINISHED
ⓘ
United States Census Bureau-designated rural area ⓘ |
| locatedOnRiver | Frio River NERFINISHED ⓘ |
| nameEtymology | named after the Frio River ⓘ |
| nearbyAttraction | Garner State Park NERFINISHED ⓘ |
| nearestTown | Leakey, Texas NERFINISHED ⓘ |
| outdoorSeason | peak visitation in late spring and summer ⓘ |
| postalCode | 78879 ⓘ |
| primaryReligion | Christianity ⓘ |
| recreation |
birdwatching
ⓘ
hiking in surrounding hills ⓘ wildlife viewing ⓘ |
| region | South Texas NERFINISHED ⓘ |
| regionType | rural community ⓘ |
| riverNameMeaning | Frio means "cold" in Spanish ⓘ |
| riverTypeNearby | spring-fed river ⓘ |
| state | Texas ⓘ |
| timeZone | Central Time Zone ⓘ |
| tourism |
popular summer destination
ⓘ
river-based tourism ⓘ |
| transportation | served by U.S. Route 83 nearby ⓘ |
| waterBody | Frio River 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: Rio Frio, Texas Description of subject: Rio Frio, Texas is an unincorporated community in the Texas Hill Country known for its scenic location along the clear, spring-fed Frio River and its outdoor recreation opportunities.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.