Triple
T22156315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall Township, Allegheny County, Pennsylvania |
E547546
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Cranberry Township, Butler County, Pennsylvania |
—
|
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: Cranberry Township, Butler County, Pennsylvania | Statement: [Marshall Township, Allegheny County, Pennsylvania, borders, Cranberry Township, Butler County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cranberry Township, Butler County, Pennsylvania Context triple: [Marshall Township, Allegheny County, Pennsylvania, borders, Cranberry Township, Butler County, Pennsylvania]
-
A.
Cranberry Township, Venango County, Pennsylvania
Cranberry Township, Venango County, Pennsylvania is a rural township in northwestern Pennsylvania known for its residential communities, local businesses, and access to outdoor recreational areas.
-
B.
Cranberry Township, Pennsylvania
chosen
Cranberry Township, Pennsylvania is a rapidly growing suburban community in Butler County, north of Pittsburgh, known as a major residential and commercial hub at the crossroads of several key highways.
-
C.
East Pennsboro Township, Pennsylvania
East Pennsboro Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located across the Susquehanna River from Harrisburg, known for its residential communities and commercial development.
-
D.
Findlay Township, Pennsylvania
Findlay Township, Pennsylvania is a suburban municipality in Allegheny County best known as the home of Pittsburgh International Airport and various commercial and industrial developments.
-
E.
North Fayette Township, Pennsylvania
North Fayette Township, Pennsylvania is a suburban municipality in Allegheny County near Pittsburgh, known for its residential communities, retail centers, and proximity to the Pittsburgh International Airport.
- 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.