Triple
T10080671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Creek |
E213891
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object | Berks County, Pennsylvania |
E30154
|
NE FINISHED |
How this triple was built (2 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: Berks County, Pennsylvania | Statement: [Swatara Creek, flowsThrough, Berks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berks County, Pennsylvania Context triple: [Swatara Creek, flowsThrough, Berks County, Pennsylvania]
-
A.
Berks County, Pennsylvania
chosen
Berks County, Pennsylvania is a largely rural-suburban county in southeastern Pennsylvania centered around the city of Reading and known for its mix of agricultural land, industrial history, and outdoor recreation.
-
B.
Bucks County, Pennsylvania
Bucks County, Pennsylvania is a suburban county in southeastern Pennsylvania known for its historic towns, scenic Delaware River landscapes, and role as part of the greater Philadelphia metropolitan area.
-
C.
Lancaster County, Pennsylvania
Lancaster County, Pennsylvania is a historically rich, predominantly rural county best known for its large Amish community, farmland, and role as a center of Pennsylvania Dutch culture.
-
D.
Chester County, Pennsylvania
Chester County, Pennsylvania is a suburban and semi-rural county in southeastern Pennsylvania known for its historic towns, scenic landscapes, and role as part of the greater Philadelphia metropolitan area.
-
E.
Centre County, Pennsylvania
Centre County, Pennsylvania is a centrally located county in the state best known as the home of Pennsylvania State University's main campus in State College.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca839bf730819086900c323c9b8c95 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd032ef288190a961d266d9ecafbc |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a6567f14819086134cdf3a13aa9b |
completed | April 22, 2026, 10:43 a.m. |
Created at: March 30, 2026, 9 p.m.