Triple
T17180162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shamokin, Pennsylvania |
E416960
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object | Northumberland 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: Northumberland County, Pennsylvania | Statement: [Shamokin, Pennsylvania, county, Northumberland County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northumberland County, Pennsylvania Context triple: [Shamokin, Pennsylvania, county, Northumberland County, Pennsylvania]
-
A.
Northumberland County, Pennsylvania
chosen
Northumberland County, Pennsylvania is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
-
B.
Cumberland County, Pennsylvania
Cumberland County, Pennsylvania is a largely suburban and historically significant county west of Harrisburg, known for its role in the Cumberland Valley and its mix of rural landscapes, small towns, and growing residential communities.
-
C.
Northampton County, Pennsylvania
Northampton County, Pennsylvania is a county in the Lehigh Valley region of eastern Pennsylvania known for its mix of historic industrial cities like Easton and Bethlehem and its proximity to the New Jersey border.
-
D.
Bedford County, Pennsylvania
Bedford County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its historic sites, scenic Appalachian landscapes, and outdoor recreation opportunities.
-
E.
Westmoreland County, Pennsylvania
Westmoreland County, Pennsylvania is a historic county in southwestern Pennsylvania known for its role in early American industrialization and as the birthplace of industrialist Henry Clay Frick.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc10afb48190a71f4a46f0280a14 |
completed | April 18, 2026, 9:48 p.m. |
Created at: April 10, 2026, 5:37 a.m.