Spangler, Pennsylvania, United States
E344197
Spangler, Pennsylvania, United States is a small former borough in Cambria County best known as the birthplace of filmmaker Chris Columbus.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Spangler, Pennsylvania, United States canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T3286802 — 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: Spangler, Pennsylvania, United States Context triple: [Chris Columbus, placeOfBirth, Spangler, Pennsylvania, United States]
-
A.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
-
B.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
-
C.
Springdale, Pennsylvania, United States
Springdale, Pennsylvania, United States, is a small borough along the Allegheny River best known as the birthplace of environmentalist and author Rachel Carson.
-
D.
Ambler, Pennsylvania, United States
Ambler, Pennsylvania, United States is a small suburban borough north of Philadelphia known for its historic downtown and role in the region’s early industrial and transportation development.
-
E.
Crafton, Pennsylvania, United States
Crafton, Pennsylvania, United States is a small borough in Allegheny County near Pittsburgh, known as the hometown of former NFL coach Bill Cowher.
- 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: Spangler, Pennsylvania, United States Target entity description: Spangler, Pennsylvania, United States is a small former borough in Cambria County best known as the birthplace of filmmaker Chris Columbus.
-
A.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
-
B.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
-
C.
Springdale, Pennsylvania, United States
Springdale, Pennsylvania, United States, is a small borough along the Allegheny River best known as the birthplace of environmentalist and author Rachel Carson.
-
D.
Ambler, Pennsylvania, United States
Ambler, Pennsylvania, United States is a small suburban borough north of Philadelphia known for its historic downtown and role in the region’s early industrial and transportation development.
-
E.
Crafton, Pennsylvania, United States
Crafton, Pennsylvania, United States is a small borough in Allegheny County near Pittsburgh, known as the hometown of former NFL coach Bill Cowher.
- F. None of above. chosen
Statements (25)
| Predicate | Object |
|---|---|
| instanceOf | former borough ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| county | Cambria County ⓘ |
| elevationInFeet | 1706 ⓘ |
| elevationInMeters | 520 ⓘ |
| FIPSCode | 42-72464 ⓘ |
| GNISFeatureID | 1213420 ⓘ |
| hasAreaCode |
582
ⓘ
814 ⓘ |
| hasLatitude | 40.6423 ⓘ |
| hasLongitude | -78.7803 ⓘ |
| hasPostalCode | 15775 ⓘ |
| knownFor | birthplace of filmmaker Chris Columbus ⓘ |
| locatedIn |
Cambria County, Pennsylvania, United States
ⓘ
Northern Cambria School District ⓘ |
| locatedInMetropolitanArea |
Johnstown, Pennsylvania metropolitan area
ⓘ
linked to:
Johnstown metropolitan area
|
| locatedInTimeZone | Eastern Time Zone ⓘ |
| locatedOnContinent | North America ⓘ |
| mergedToForm | Northern Cambria, Pennsylvania ⓘ |
| mergedWith | Barnesboro, Pennsylvania ⓘ |
| partOf | Northern Cambria, Pennsylvania ⓘ |
| population | 2199 ⓘ |
| populationCensusYear | 2000 ⓘ |
| state | Pennsylvania ⓘ |
| timeZoneDST |
Eastern Daylight Time
ⓘ
linked to:
Eastern Time Zone
|
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: Spangler, Pennsylvania, United States Description of subject: Spangler, Pennsylvania, United States is a small former borough in Cambria County best known as the birthplace of filmmaker Chris Columbus.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.