Triple
T20672353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Township, Lebanon County, Pennsylvania |
E508059
|
entity |
| Predicate | subdivisionName |
P747
|
FINISHED |
| Object | Swatara Township |
—
|
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: Swatara Township | Statement: [Swatara Township, Lebanon County, Pennsylvania, subdivisionName, Swatara Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swatara Township Context triple: [Swatara Township, Lebanon County, Pennsylvania, subdivisionName, Swatara Township]
-
A.
Swatara Township
chosen
Swatara Township is a municipal township located in Lebanon County, Pennsylvania, known for its mix of rural landscapes and residential communities.
-
B.
Lower Swatara Township, Pennsylvania
Lower Swatara Township, Pennsylvania is a municipality in Dauphin County that forms part of the Harrisburg metropolitan area and hosts Harrisburg International Airport.
-
C.
Towamencin Township, Pennsylvania
Towamencin Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and location within the North Penn School District.
-
D.
Hempfield Township
Hempfield Township is a large suburban municipality in southwestern Pennsylvania that serves as the primary population and commercial center of Westmoreland County.
-
E.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
- 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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b5cb1fc88190805f623e93a70368 |
completed | April 20, 2026, 11:24 p.m. |
Created at: April 16, 2026, 11:44 a.m.