Triple
T3471546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perkiomen Creek |
E73270
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Schwenksville, Pennsylvania
Schwenksville, Pennsylvania is a small borough in Montgomery County known for its historic character and scenic setting along the Perkiomen Creek.
|
E406010
|
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: Schwenksville, Pennsylvania | Statement: [Perkiomen Creek, flowsThrough, Schwenksville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schwenksville, Pennsylvania Context triple: [Perkiomen Creek, flowsThrough, Schwenksville, Pennsylvania]
-
A.
Schuylkill Haven, Pennsylvania
Schuylkill Haven, Pennsylvania is a small borough in eastern Pennsylvania known historically as a canal and railroad town along the Schuylkill River.
-
B.
Montgomeryville, Pennsylvania
Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Riegelsville, Pennsylvania
Riegelsville, Pennsylvania is a small borough in Bucks County along the Delaware River, known for its historic bridge and rural, riverside character.
-
E.
Boyertown, Pennsylvania
Boyertown, Pennsylvania is a small borough in southeastern Pennsylvania known for its historic downtown, industrial heritage, and community-oriented character.
- 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: Schwenksville, Pennsylvania Triple: [Perkiomen Creek, flowsThrough, Schwenksville, Pennsylvania]
Generated description
Schwenksville, Pennsylvania is a small borough in Montgomery County known for its historic character and scenic setting along the Perkiomen Creek.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schwenksville, Pennsylvania Target entity description: Schwenksville, Pennsylvania is a small borough in Montgomery County known for its historic character and scenic setting along the Perkiomen Creek.
-
A.
Schuylkill Haven, Pennsylvania
Schuylkill Haven, Pennsylvania is a small borough in eastern Pennsylvania known historically as a canal and railroad town along the Schuylkill River.
-
B.
Montgomeryville, Pennsylvania
Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Riegelsville, Pennsylvania
Riegelsville, Pennsylvania is a small borough in Bucks County along the Delaware River, known for its historic bridge and rural, riverside character.
-
E.
Boyertown, Pennsylvania
Boyertown, Pennsylvania is a small borough in southeastern Pennsylvania known for its historic downtown, industrial heritage, and community-oriented character.
- 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_69ad85b2fed48190948c8765e453d270 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb3af0cc81909e575828caeaeae0 |
completed | March 8, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c2144708190a4a620222eeee5d3 |
completed | March 14, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69b54da520b481909ee2a47943a07045 |
completed | March 14, 2026, 11:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54e16cde48190bb82f0eb04470629 |
completed | March 14, 2026, 12:01 p.m. |
Created at: March 8, 2026, 3:17 p.m.