Triple
T13118272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton Township, Bucks County, Pennsylvania |
E311653
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object | Lower Makefield Township, Bucks County, Pennsylvania |
E299228
|
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: Lower Makefield Township, Bucks County, Pennsylvania | Statement: [Northampton Township, Bucks County, Pennsylvania, adjacentTo, Lower Makefield Township, Bucks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Makefield Township, Bucks County, Pennsylvania Context triple: [Northampton Township, Bucks County, Pennsylvania, adjacentTo, Lower Makefield Township, Bucks County, Pennsylvania]
-
A.
Lower Makefield Township, Pennsylvania
chosen
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.
Upper Makefield Township, Pennsylvania
Upper Makefield Township, Pennsylvania is a primarily residential, historically significant township in Bucks County known for its scenic rural character and Revolutionary War heritage along the Delaware River.
-
C.
Lower Saucon Township, Pennsylvania
Lower Saucon Township, Pennsylvania is a suburban community in Northampton County known for its mix of rural landscapes, residential neighborhoods, and proximity to the Lehigh Valley metropolitan area.
-
D.
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.
-
E.
Lower Chichester Township, Pennsylvania
Lower Chichester Township, Pennsylvania is a small suburban municipality in Delaware County near the Delaware River, forming part of the greater Philadelphia metropolitan area.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e284c3c881909d65e2ba89fbe7af |
completed | May 3, 2026, 5:52 a.m. |
Created at: April 9, 2026, 9:06 p.m.