Triple
T18383592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Route 29 |
E446519
|
entity |
| Predicate | servesMunicipality |
P3936
|
FINISHED |
| Object | Schwenksville, Pennsylvania |
—
|
NE NERFINISHED |
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: Schwenksville, Pennsylvania | Statement: [Pennsylvania Route 29, servesMunicipality, Schwenksville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schwenksville, Pennsylvania Context triple: [Pennsylvania Route 29, servesMunicipality, Schwenksville, Pennsylvania]
-
A.
Schwenksville, Pennsylvania
chosen
Schwenksville, Pennsylvania is a small borough in Montgomery County known for its historic character and scenic setting along the Perkiomen Creek.
-
B.
Swoyersville, Pennsylvania
Swoyersville, Pennsylvania is a small borough in Luzerne County that forms part of the suburban communities in the Wyoming Valley region of northeastern Pennsylvania.
-
C.
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.
-
D.
Quakertown, Pennsylvania
Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
-
E.
Stockertown, Pennsylvania
Stockertown, Pennsylvania is a small borough in eastern Pennsylvania that forms part of the Lehigh Valley metropolitan region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5179da1048190944398e229e7a4c1 |
completed | April 19, 2026, 5:57 p.m. |
Created at: April 10, 2026, 10:45 a.m.