Triple
T6886416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neshannock Township, Pennsylvania |
E158930
|
entity |
| Predicate | hasNeighboringMunicipality |
P224
|
FINISHED |
| Object | Shenango Township, Pennsylvania |
E119861
|
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: Shenango Township, Pennsylvania | Statement: [Neshannock Township, Pennsylvania, hasNeighboringMunicipality, Shenango Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenango Township, Pennsylvania Context triple: [Neshannock Township, Pennsylvania, hasNeighboringMunicipality, Shenango Township, Pennsylvania]
-
A.
Shenango Township, Pennsylvania
chosen
Shenango Township, Pennsylvania is a primarily residential community in western Pennsylvania located just southeast of the city of New Castle.
-
B.
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.
-
C.
Mount Pleasant Township, Pennsylvania
Mount Pleasant Township, Pennsylvania is a rural municipality in Washington County known for its small communities, agricultural landscape, and proximity to the Pittsburgh metropolitan area.
-
D.
Stowe Township, Pennsylvania
Stowe Township, Pennsylvania is a small suburban community in Allegheny County near Pittsburgh, characterized by its residential neighborhoods and industrial history along the Ohio River valley.
-
E.
Daugherty Township, Pennsylvania
Daugherty Township, Pennsylvania is a small residential township in Beaver County known for its suburban character and proximity to the borough of New Brighton.
- 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_69c688342f6c8190ad7eea6ba262db99 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d90e92488190b738676342ac6393 |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748cc2f908190b593cd82133a7b16 |
completed | March 28, 2026, 3:19 a.m. |
Created at: March 27, 2026, 2:23 p.m.