Triple
T15129300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perkiomen Valley |
E361374
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Schwenksville Borough area |
E406010
|
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: Schwenksville Borough area | Statement: [Perkiomen Valley, contains, Schwenksville Borough area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schwenksville Borough area Context triple: [Perkiomen Valley, contains, Schwenksville Borough area]
-
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.
Borough of Biglerville
The Borough of Biglerville is a small incorporated community in south-central Pennsylvania known for its agricultural heritage, particularly apple orchards, within Adams County.
-
C.
Borough of Littlestown
The Borough of Littlestown is a small incorporated community in south-central Pennsylvania known for its historic character and proximity to the Gettysburg area.
-
D.
Borough of Lewisberry
The Borough of Lewisberry is a small incorporated community located in York County, south-central Pennsylvania.
-
E.
Borough of Saxonburg
The Borough of Saxonburg is a small historic municipality in Butler County, Pennsylvania, known for its well-preserved 19th-century architecture and German-American heritage.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7f865c08190ab8fd15c14d0c06c |
completed | May 9, 2026, 4:28 a.m. |
Created at: April 10, 2026, 3:06 a.m.