Triple
T20305436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenango Valley |
E505597
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object | Shenango Township, Mercer County, 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, Mercer County, Pennsylvania | Statement: [Shenango Valley, containsSettlement, Shenango Township, Mercer County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenango Township, Mercer County, Pennsylvania Context triple: [Shenango Valley, containsSettlement, Shenango Township, Mercer County, 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.
Conewango Township, Pennsylvania
Conewango Township, Pennsylvania is a rural township in northwestern Pennsylvania known for its small communities and proximity to the Allegheny River and Allegheny National Forest.
-
C.
Connoquenessing Township, Butler County, Pennsylvania
Connoquenessing Township is a rural municipality in Butler County, western Pennsylvania, known for its residential communities, farmland, and proximity to the city of Butler.
-
D.
Scott Township, Wayne County, Pennsylvania
Scott Township is a small rural municipality in northeastern Pennsylvania known for its scenic landscapes and quiet residential character within Wayne County.
-
E.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
- 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_69e0b4b8ab648190906e18538c250148 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6773f8f688190b616f972b9bbb28e |
completed | April 20, 2026, 6:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0870756d9c81909e3e2c70f222043d |
completed | May 16, 2026, 1:26 p.m. |
Created at: April 16, 2026, 11:18 a.m.