Big Spring
E286262
Big Spring is a small West Texas city known historically as a railroad and oil hub on the edge of the Permian Basin.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Big Spring canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T2647808 — 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: Big Spring Context triple: [West Texas, contains, Big Spring]
-
A.
Shingle Springs
Shingle Springs is a small unincorporated community in Northern California known for its Gold Rush-era history and rural, foothill setting.
-
B.
Big Spring International Park
Big Spring International Park is a scenic urban park in downtown Huntsville, Alabama, known for its natural spring, walking paths, and international-themed features and festivals.
-
C.
Lake Macbride
Lake Macbride is a popular recreational reservoir in eastern Iowa known for boating, fishing, and its surrounding state park.
-
D.
Spring Creek
Spring Creek is a waterway and wetland area in Queens, New York City, that forms part of the larger Jamaica Bay ecosystem.
-
E.
Spring Creek
Spring Creek is a residential community in northeastern Nevada known for its proximity to Elko and its scenic high-desert, mountain-framed setting.
- 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: Big Spring Target entity description: Big Spring is a small West Texas city known historically as a railroad and oil hub on the edge of the Permian Basin.
-
A.
Shingle Springs
Shingle Springs is a small unincorporated community in Northern California known for its Gold Rush-era history and rural, foothill setting.
-
B.
Big Spring International Park
Big Spring International Park is a scenic urban park in downtown Huntsville, Alabama, known for its natural spring, walking paths, and international-themed features and festivals.
-
C.
Lake Macbride
Lake Macbride is a popular recreational reservoir in eastern Iowa known for boating, fishing, and its surrounding state park.
-
D.
Spring Creek
Spring Creek is a waterway and wetland area in Queens, New York City, that forms part of the larger Jamaica Bay ecosystem.
-
E.
Spring Creek
Spring Creek is a residential community in northeastern Nevada known for its proximity to Elko and its scenic high-desert, mountain-framed setting.
- F. None of above. chosen
Statements (29)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| climate | semi-arid ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| developedAs |
oil boom town
ⓘ
railroad town ⓘ |
| economicBasis |
oil production
ⓘ
railroad operations ⓘ |
| elevation |
approximately 2,400 feet
ⓘ
approximately 730 meters ⓘ |
| hasIndustry |
energy
ⓘ
oil and gas ⓘ railroad services ⓘ transportation ⓘ |
| hasNearbyFeature | natural spring known as the "big spring" ⓘ |
| historicalRole |
oil industry hub
ⓘ
railroad hub ⓘ |
| isCountySeatOf | Howard County, Texas ⓘ |
| locatedIn |
Texas
ⓘ
West Texas ⓘ |
| locatedInAdministrativeTerritory | Howard County, Texas ⓘ |
| locatedInPhysiographicRegion | Llano Estacado vicinity ⓘ |
| locatedInRegion | Permian Basin ⓘ |
| locatedOn | edge of the Permian Basin ⓘ |
| namedAfter | nearby natural spring ⓘ |
| populationScale | small city ⓘ |
| state | Texas ⓘ |
| timeZone | Central Time Zone ⓘ |
| transportationHistory | served by major railroad lines ⓘ |
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: Big Spring Description of subject: Big Spring is a small West Texas city known historically as a railroad and oil hub on the edge of the Permian Basin.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.