Triple
T23319433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Churchville, Pennsylvania |
E590805
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | Pennsylvania Route 332 (nearby) |
—
|
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: Pennsylvania Route 332 (nearby) | Statement: [Churchville, Pennsylvania, hasTransportation, Pennsylvania Route 332 (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 332 (nearby) Context triple: [Churchville, Pennsylvania, hasTransportation, Pennsylvania Route 332 (nearby)]
-
A.
Pennsylvania Route 30 (nearby)
Pennsylvania Route 30 is a major east–west highway in Pennsylvania that serves as a key regional connector for communities, including those near Immaculata.
-
B.
Pennsylvania Route 28 (nearby)
Pennsylvania Route 28 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with numerous Allegheny River communities and serves as a key commuter and regional traffic corridor.
-
C.
Pennsylvania Route 332
chosen
Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
-
D.
Pennsylvania Route 333
Pennsylvania Route 333 is a state highway in Pennsylvania that serves as a regional connector route through rural communities and small towns.
-
E.
Pennsylvania Route 288 nearby
Pennsylvania Route 288 is a state highway in western Pennsylvania that connects several small communities and provides regional access between major routes and local towns.
- 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_69e25d1d32188190948eb76909d1dcc3 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1978440888190b316664812105d60 |
completed | April 29, 2026, 5:30 a.m. |
Created at: April 17, 2026, 5:07 p.m.