Triple
T16707556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwenksville, Pennsylvania |
E406010
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | Collegeville, Pennsylvania |
E406011
|
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: Collegeville, Pennsylvania | Statement: [Schwenksville, Pennsylvania, near, Collegeville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Collegeville, Pennsylvania Context triple: [Schwenksville, Pennsylvania, near, Collegeville, Pennsylvania]
-
A.
Collegeville, Pennsylvania
chosen
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
-
B.
Churchville, Pennsylvania
Churchville, Pennsylvania is an unincorporated suburban community in Bucks County known for its residential neighborhoods and proximity to the greater Philadelphia area.
-
C.
Millville, Pennsylvania
Millville, Pennsylvania is a small borough in northeastern Pennsylvania known for its rural character and tight-knit community.
-
D.
Watsontown, Pennsylvania
Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
-
E.
Lakeville, Pennsylvania
Lakeville, Pennsylvania is a small unincorporated community in Wayne County known for its lakeside recreation and proximity to Lake Wallenpaupack in the Pocono Mountains region.
- 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_69d8838db21081909589220fd71440a4 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e38337ecac8190bc4a9410ed7681ab |
completed | April 18, 2026, 1:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d38a1348190bf51af9847a16aa5 |
completed | May 10, 2026, 2:59 p.m. |
Created at: April 10, 2026, 5:19 a.m.