Triple
T23319414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Churchville, Pennsylvania |
E590805
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Northampton Township, Bucks 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: Northampton Township, Bucks County, Pennsylvania | Statement: [Churchville, Pennsylvania, locatedIn, Northampton Township, Bucks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northampton Township, Bucks County, Pennsylvania Context triple: [Churchville, Pennsylvania, locatedIn, Northampton Township, Bucks County, Pennsylvania]
-
A.
Northampton Township, Bucks County, Pennsylvania
chosen
Northampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities, parks, and proximity to the greater Philadelphia metropolitan area.
-
B.
Washington Township, Northampton County, Pennsylvania
Washington Township is a rural municipality in Northampton County, Pennsylvania, known for its small communities, agricultural landscape, and location within the Lehigh Valley region.
-
C.
Upper Southampton Township, Bucks County, Pennsylvania
Upper Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to Philadelphia in the Delaware Valley region.
-
D.
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.
-
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_69e25d1d32188190948eb76909d1dcc3 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1978440888190b316664812105d60 |
completed | April 29, 2026, 5:30 a.m. |
Created at: April 17, 2026, 5:07 p.m.