Triple
T7247447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R5 Lansdale/Doylestown |
E156510
|
entity |
| Predicate | servesRegion |
P82
|
FINISHED |
| Object | Doylestown, Pennsylvania |
E100081
|
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: Doylestown, Pennsylvania | Statement: [R5 Lansdale/Doylestown, servesRegion, Doylestown, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doylestown, Pennsylvania Context triple: [R5 Lansdale/Doylestown, servesRegion, Doylestown, Pennsylvania]
-
A.
Doylestown, Pennsylvania
chosen
Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
-
B.
Downingtown, Pennsylvania
Downingtown, Pennsylvania is a suburban borough in Chester County known for its historic mills, residential communities, and role as a stop along major rail and commuter routes between Philadelphia and central Pennsylvania.
-
C.
Lansdale, Pennsylvania
Lansdale, Pennsylvania is a suburban borough in Montgomery County known as a residential and commercial hub along SEPTA’s regional rail network north of Philadelphia.
-
D.
Sunbury, Pennsylvania
Sunbury, Pennsylvania is a small city along the Susquehanna River that serves as the county seat of Northumberland County and a regional hub in central Pennsylvania.
-
E.
Bristol, Pennsylvania
Bristol, Pennsylvania is one of the oldest towns in Bucks County, known for its historic riverfront, colonial-era roots, and role as an early industrial and transportation hub along the Delaware River.
- 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_69c68827b5e481908dc05e145b2c92d4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea749fb08190841c0aa8c5bd0727 |
completed | March 27, 2026, 8:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8342a44a08190abee47cc7482c757 |
completed | March 28, 2026, 8:03 p.m. |
Created at: March 27, 2026, 2:56 p.m.