Triple
T7573068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tulpehocken Creek |
E179293
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Stouchsburg, Pennsylvania
Stouchsburg, Pennsylvania is a small unincorporated community in Berks County known for its rural setting and historic roots in the Tulpehocken Valley region.
|
E673794
|
NE FINISHED |
How this triple was built (4 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: Stouchsburg, Pennsylvania | Statement: [Tulpehocken Creek, flowsThrough, Stouchsburg, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stouchsburg, Pennsylvania Context triple: [Tulpehocken Creek, flowsThrough, Stouchsburg, Pennsylvania]
-
A.
Stroudsburg, Pennsylvania
Stroudsburg, Pennsylvania is a small borough that serves as a commercial and cultural hub of the Pocono Mountains region in northeastern Pennsylvania.
-
B.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
C.
Stonersville, Pennsylvania
Stonersville, Pennsylvania is a small unincorporated community located within Exeter Township in Berks County.
-
D.
Hermitage, Pennsylvania
Hermitage, Pennsylvania is a small city in Mercer County known for its suburban character and role as a commercial hub in western Pennsylvania.
-
E.
Stoystown, Pennsylvania
Stoystown, Pennsylvania is a small borough in Somerset County known for its proximity to the Flight 93 National Memorial and its historic role as a rural community in southwestern Pennsylvania.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Stouchsburg, Pennsylvania Triple: [Tulpehocken Creek, flowsThrough, Stouchsburg, Pennsylvania]
Generated description
Stouchsburg, Pennsylvania is a small unincorporated community in Berks County known for its rural setting and historic roots in the Tulpehocken Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stouchsburg, Pennsylvania Target entity description: Stouchsburg, Pennsylvania is a small unincorporated community in Berks County known for its rural setting and historic roots in the Tulpehocken Valley region.
-
A.
Stroudsburg, Pennsylvania
Stroudsburg, Pennsylvania is a small borough that serves as a commercial and cultural hub of the Pocono Mountains region in northeastern Pennsylvania.
-
B.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
C.
Stonersville, Pennsylvania
Stonersville, Pennsylvania is a small unincorporated community located within Exeter Township in Berks County.
-
D.
Hermitage, Pennsylvania
Hermitage, Pennsylvania is a small city in Mercer County known for its suburban character and role as a commercial hub in western Pennsylvania.
-
E.
Stoystown, Pennsylvania
Stoystown, Pennsylvania is a small borough in Somerset County known for its proximity to the Flight 93 National Memorial and its historic role as a rural community in southwestern Pennsylvania.
- F. None of above. chosen
Provenance (5 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_69c69f316e50819081a271c85c06f918 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f94710a0819094508356b8d610ab |
completed | March 27, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856ea9a2c8190a81762ac509c4c97 |
completed | March 28, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69c8587b461c819081b63e71b533547a |
completed | March 28, 2026, 10:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c858fd9d4081909bb2072fcc3e3836 |
completed | March 28, 2026, 10:41 p.m. |
Created at: March 27, 2026, 3:51 p.m.