Triple
T10914187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Pennsylvania |
E257776
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object | Berwick–Bloomsburg area |
E382221
|
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: Berwick–Bloomsburg area | Statement: [Northeastern Pennsylvania, hasCity, Berwick–Bloomsburg area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berwick–Bloomsburg area Context triple: [Northeastern Pennsylvania, hasCity, Berwick–Bloomsburg area]
-
A.
Bloomsburg–Berwick–Sunbury combined statistical area
chosen
The Bloomsburg–Berwick–Sunbury combined statistical area is a U.S. Census-defined region in central Pennsylvania that groups together several neighboring communities for demographic and economic analysis.
-
B.
Bloomsburg, Pennsylvania
Bloomsburg, Pennsylvania is a small town in Columbia County known for being home to Bloomsburg University and hosting the annual Bloomsburg Fair, one of the largest agricultural fairs in the state.
-
C.
South Wilkes-Barre
South Wilkes-Barre is a primarily residential neighborhood located in the southern part of the city of Wilkes-Barre, Pennsylvania.
-
D.
Bridgewater, Pennsylvania
Bridgewater, Pennsylvania is a small borough in Beaver County situated at the confluence of the Beaver and Ohio Rivers, known for its historic riverfront setting.
-
E.
North Penn Valley
North Penn Valley is a suburban region in southeastern Pennsylvania encompassing communities like Lansdale within 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77073d12881908ea59771b84bc804 |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e216eb77dc81908c380f5fcd507275 |
completed | April 17, 2026, 11:18 a.m. |
Created at: April 8, 2026, 9:22 p.m.