Frio River
E330052
The Frio River is a clear, spring-fed river in Texas known for its scenic limestone banks, cool waters, and popularity for tubing, swimming, and camping.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Frio River canonical | 9 |
| Frio River valley | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T1850642 — 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: Frio River Context triple: [Hill Country of Texas, hasRiver, Frio River]
-
A.
Llano River
The Llano River is a spring-fed river in the Texas Hill Country known for its clear waters, granite outcrops, and popular fishing and recreation opportunities.
-
B.
Devils River
Devils River is a clear, spring-fed river in southwestern Texas known for its remote, rugged setting and exceptional water quality, popular for paddling, fishing, and wildlife viewing.
-
C.
Guadalupe River
The Guadalupe River is a waterway in Northern California that flows through Santa Clara County and the city of San Jose before emptying into San Francisco Bay.
-
D.
Guadalupe River
The Guadalupe River is a scenic waterway in Texas known for its clear, spring-fed flows, popular tubing and rafting, and picturesque limestone landscapes.
-
E.
Mandovi River
The Mandovi River is a major west-flowing river in western India that plays a central role in Goa’s ecology, transport, and tourism.
- 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: Frio River Target entity description: The Frio River is a clear, spring-fed river in Texas known for its scenic limestone banks, cool waters, and popularity for tubing, swimming, and camping.
-
A.
Llano River
The Llano River is a spring-fed river in the Texas Hill Country known for its clear waters, granite outcrops, and popular fishing and recreation opportunities.
-
B.
Devils River
Devils River is a clear, spring-fed river in southwestern Texas known for its remote, rugged setting and exceptional water quality, popular for paddling, fishing, and wildlife viewing.
-
C.
Guadalupe River
The Guadalupe River is a waterway in Northern California that flows through Santa Clara County and the city of San Jose before emptying into San Francisco Bay.
-
D.
Guadalupe River
The Guadalupe River is a scenic waterway in Texas known for its clear, spring-fed flows, popular tubing and rafting, and picturesque limestone landscapes.
-
E.
Mandovi River
The Mandovi River is a major west-flowing river in western India that plays a central role in Goa’s ecology, transport, and tourism.
- F. None of above. chosen
Statements (44)
| Predicate | Object |
|---|---|
| instanceOf | river ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| etymology | Spanish word "frío" meaning "cold" ⓘ |
| flowsThrough | Garner State Park ⓘ |
| hasEcosystem | riparian habitat ⓘ |
| hasGeology | limestone bedrock ⓘ |
| hasNearbyTown |
Concan, Texas
ⓘ
Leakey, Texas ⓘ Rio Frio, Texas ⓘ Uvalde, Texas ⓘ |
| hasSeasonalVariation | variable flow levels ⓘ |
| hasTourismActivity |
campgrounds
ⓘ
river tubing outfitters ⓘ vacation rentals ⓘ |
| knownFor |
camping
ⓘ
fishing ⓘ scenic beauty ⓘ swimming ⓘ tubing ⓘ |
| length | approximately 200 miles ⓘ |
| locatedIn |
Frio County, Texas
NERFINISHED
ⓘ
La Salle County, Texas NERFINISHED ⓘ Live Oak County, Texas ⓘ McMullen County, Texas NERFINISHED ⓘ Medina County, Texas ⓘ Nueces River ⓘ
surface form:
Nueces River basin
Real County, Texas ⓘ Uvalde County ⓘ
surface form:
Uvalde County, Texas
|
| mouthLocation |
Nueces River
ⓘ
surface form:
Nueces River, Live Oak County, Texas
|
| notableFeature |
cool water temperature
ⓘ
limestone banks ⓘ |
| popularSeason | summer ⓘ |
| recreationArea | Garner State Park ⓘ |
| region |
South Texas
ⓘ
Hill Country of Texas ⓘ
surface form:
Texas Hill Country
|
| risk | flash flooding ⓘ |
| sourceRegion |
Hill Country of Texas
ⓘ
surface form:
Texas Hill Country
|
| state | Texas ⓘ |
| tributaryOf | Nueces River ⓘ |
| waterClarity | clear ⓘ |
| waterType | spring-fed ⓘ |
| waterUse |
irrigation
ⓘ
recreation ⓘ wildlife habitat ⓘ |
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: Frio River Description of subject: The Frio River is a clear, spring-fed river in Texas known for its scenic limestone banks, cool waters, and popularity for tubing, swimming, and camping.
Referenced by (11)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Frio River valley
this entity surface form:
Frio River valley