Triple
T23355941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Township, Dauphin County, Pennsylvania |
E593050
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Lower Paxton Township, Dauphin County, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (3 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: Lower Paxton Township, Dauphin County, Pennsylvania | Statement: [Swatara Township, Dauphin County, Pennsylvania, borders, Lower Paxton Township, Dauphin County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Paxton Township, Dauphin County, Pennsylvania Context triple: [Swatara Township, Dauphin County, Pennsylvania, borders, Lower Paxton Township, Dauphin County, Pennsylvania]
-
A.
Lower Makefield Township, Pennsylvania
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan areas.
-
B.
Lower Southampton Township, Pennsylvania
Lower Southampton Township, Pennsylvania is a suburban municipality in Bucks County known for its residential communities, local parks, and commercial corridors within the greater Philadelphia metropolitan area.
-
C.
Lower Macungie Township, Lehigh County, Pennsylvania
Lower Macungie Township is a suburban municipality in eastern Pennsylvania that forms part of the Allentown–Bethlehem–Easton metropolitan area.
-
D.
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.
-
E.
Lower Allen Township, Pennsylvania
Lower Allen Township, Pennsylvania is a suburban community in south-central Pennsylvania that forms part of the Harrisburg–Carlisle metropolitan area.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Paxton Township, Dauphin County, Pennsylvania Target entity description: Lower Paxton Township is a populous suburban township in Dauphin County, Pennsylvania, located just east of Harrisburg and known for its residential communities, parks, and commercial corridors.
-
A.
Lower Makefield Township, Pennsylvania
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan areas.
-
B.
Lower Southampton Township, Pennsylvania
Lower Southampton Township, Pennsylvania is a suburban municipality in Bucks County known for its residential communities, local parks, and commercial corridors within the greater Philadelphia metropolitan area.
-
C.
Lower Macungie Township, Lehigh County, Pennsylvania
Lower Macungie Township is a suburban municipality in eastern Pennsylvania that forms part of the Allentown–Bethlehem–Easton metropolitan area.
-
D.
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.
-
E.
Lower Allen Township, Pennsylvania
Lower Allen Township, Pennsylvania is a suburban community in south-central Pennsylvania that forms part of the Harrisburg–Carlisle metropolitan area.
- F. None of above. chosen
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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a176b548190bf5a08bb2585344d |
completed | April 29, 2026, 5:41 a.m. |
Created at: April 17, 2026, 5:27 p.m.