Triple
T22156045
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McCandless, Pennsylvania |
E547540
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Marshall Township, Allegheny County |
—
|
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: Marshall Township, Allegheny County | Statement: [McCandless, Pennsylvania, borders, Marshall Township, Allegheny County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Township, Allegheny County Context triple: [McCandless, Pennsylvania, borders, Marshall Township, Allegheny County]
-
A.
Marshall Township, Allegheny County, Pennsylvania
chosen
Marshall Township, Allegheny County, Pennsylvania is a suburban municipality in the Pittsburgh metropolitan area known for its residential communities, parks, and part of the North Allegheny School District.
-
B.
Elizabeth Township, Allegheny County, Pennsylvania
Elizabeth Township, located in Allegheny County, Pennsylvania, is a suburban community along the Monongahela River southeast of Pittsburgh, known for its residential neighborhoods and mix of rural and industrial areas.
-
C.
Marshall-Shadeland (Pittsburgh)
Marshall-Shadeland is a primarily residential neighborhood on Pittsburgh’s North Side known for its hilly streets, older housing stock, and proximity to the Ohio River.
-
D.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to the city of New Castle.
-
E.
Pine Township, Allegheny County, Pennsylvania
Pine Township, Allegheny County, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, quality schools, and growing commercial development.
- 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
Created at: April 16, 2026, 8:33 p.m.