Indian Springs, Texas
E887139
Indian Springs is a small unincorporated community and census-designated place in Polk County in eastern Texas, known primarily as a rural residential area.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Indian Springs, Texas canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T10705532 — 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: Indian Springs, Texas Context triple: [Polk County, Texas, contains, Indian Springs, Texas]
-
A.
Balch Springs
Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
-
B.
Woodcreek, Texas
Woodcreek, Texas is a small residential city in the Texas Hill Country, known for its proximity to Wimberley and its scenic, wooded surroundings.
-
C.
Mount Pleasant, Texas
Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
-
D.
Springtown, Texas
Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the Dallas–Fort Worth metropolitan area.
-
E.
Forest Hill, Texas
Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
- 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: Indian Springs, Texas Target entity description: Indian Springs is a small unincorporated community and census-designated place in Polk County in eastern Texas, known primarily as a rural residential area.
-
A.
Balch Springs
Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
-
B.
Woodcreek, Texas
Woodcreek, Texas is a small residential city in the Texas Hill Country, known for its proximity to Wimberley and its scenic, wooded surroundings.
-
C.
Mount Pleasant, Texas
Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
-
D.
Springtown, Texas
Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the Dallas–Fort Worth metropolitan area.
-
E.
Forest Hill, Texas
Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
- F. None of above. chosen
Statements (33)
| Predicate | Object |
|---|---|
| instanceOf |
census-designated place
ⓘ
unincorporated community ⓘ |
| areaCode | 936 ⓘ |
| censusDesignation | census-designated place ⓘ |
| characterizedAs | rural residential area ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| county | Polk County, Texas NERFINISHED ⓘ |
| federalStateLocalGovernmentServicesProvidedBy | Polk County, Texas NERFINISHED ⓘ |
| FIPScode | 48-35926 ⓘ |
| GNISfeatureID | 2586949 ⓘ |
| governingBody | Polk County government NERFINISHED ⓘ |
| isPartOf |
East Texas
NERFINISHED
ⓘ
Polk County, Texas NERFINISHED ⓘ |
| landAreaSquareKilometers | 8.11 ⓘ |
| landAreaSquareMiles | 3.13 ⓘ |
| latitude | 30.709 ⓘ |
| locatedIn | eastern Texas ⓘ |
| locatedInTimeZone | Central Time Zone ⓘ |
| locatedNear | Livingston, Texas NERFINISHED ⓘ |
| longitude | -94.826 ⓘ |
| population | 785 ⓘ |
| populationAsOf | 2020 United States Census NERFINISHED ⓘ |
| populationCensusYear | 2020 ⓘ |
| populationDensityPerSquareKilometer | 96.9 ⓘ |
| populationDensityPerSquareMile | 250.8 ⓘ |
| postalCode | 77351 ⓘ |
| state | Texas ⓘ |
| timeZoneDST |
Central Time Zone
ⓘ
surface form:
Central Daylight Time
|
| totalAreaSquareKilometers | 8.16 ⓘ |
| totalAreaSquareMiles | 3.15 ⓘ |
| unincorporatedStatus | not incorporated as a municipality ⓘ |
| waterAreaSquareKilometers | 0.05 ⓘ |
| waterAreaSquareMiles | 0.02 ⓘ |
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: Indian Springs, Texas Description of subject: Indian Springs is a small unincorporated community and census-designated place in Polk County in eastern Texas, known primarily as a rural residential area.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.