Triple
T23355934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Township, Dauphin County, Pennsylvania |
E593050
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Oberlin, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Oberlin, Pennsylvania | Statement: [Swatara Township, Dauphin County, Pennsylvania, contains, Oberlin, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oberlin, Pennsylvania Context triple: [Swatara Township, Dauphin County, Pennsylvania, contains, Oberlin, Pennsylvania]
-
A.
Ohioville, Pennsylvania
Ohioville, Pennsylvania is a small rural borough in Beaver County known for its residential communities and proximity to the Ohio River and the greater Pittsburgh metropolitan area.
-
B.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
-
C.
Oxford, Pennsylvania
Oxford, Pennsylvania is a small borough in southern Chester County known for its historic downtown and role as a local commercial and agricultural hub near the Maryland border.
-
D.
Ogontz, Pennsylvania
Ogontz, Pennsylvania was a historic suburban estate area north of Philadelphia, best known as the home of financier Jay Cooke and later the site of the Ogontz School for Girls.
-
E.
Ogden, Pennsylvania
Ogden, Pennsylvania is a small unincorporated community located within Upper Chichester Township in Delaware 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: Oberlin, Pennsylvania Target entity description: Oberlin, Pennsylvania is a small unincorporated community located within Swatara Township in Dauphin County, near the city of Harrisburg.
-
A.
Ohioville, Pennsylvania
Ohioville, Pennsylvania is a small rural borough in Beaver County known for its residential communities and proximity to the Ohio River and the greater Pittsburgh metropolitan area.
-
B.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
-
C.
Oxford, Pennsylvania
Oxford, Pennsylvania is a small borough in southern Chester County known for its historic downtown and role as a local commercial and agricultural hub near the Maryland border.
-
D.
Ogontz, Pennsylvania
Ogontz, Pennsylvania was a historic suburban estate area north of Philadelphia, best known as the home of financier Jay Cooke and later the site of the Ogontz School for Girls.
-
E.
Ogden, Pennsylvania
Ogden, Pennsylvania is a small unincorporated community located within Upper Chichester Township in Delaware County.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a176b548190bf5a08bb2585344d |
completed | April 29, 2026, 5:41 a.m. |
Created at: April 17, 2026, 5:27 p.m.