Triple
T16873282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Route 332 |
E421228
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object | Upper Makefield Township, Bucks County, Pennsylvania |
E986444
|
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: Upper Makefield Township, Bucks County, Pennsylvania | Statement: [Pennsylvania Route 332, passesThrough, Upper Makefield Township, Bucks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Makefield Township, Bucks County, Pennsylvania Context triple: [Pennsylvania Route 332, passesThrough, Upper Makefield Township, Bucks County, Pennsylvania]
-
A.
Upper Makefield Township, Pennsylvania
chosen
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.
-
B.
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.
-
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.
Upper Providence Township, Delaware County, Pennsylvania
Upper Providence Township is a suburban municipality in Delaware County, Pennsylvania, known for its residential communities, parks, and proximity to the city of Philadelphia.
-
E.
Upper Saucon Township, Lehigh County, Pennsylvania
Upper Saucon Township, Lehigh County, Pennsylvania is a suburban municipality in the Lehigh Valley region known for its residential communities, parks, and proximity to the city of Allentown.
- 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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3b7f40410819088db22fa0d1eb808 |
completed | April 18, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2b0dcbc8190a164cbd57586ac9c |
completed | May 10, 2026, 5:38 p.m. |
Created at: April 10, 2026, 5:29 a.m.