Triple
T15766042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomsburg–Berwick–Sunbury combined statistical area |
E382221
|
entity |
| Predicate | hasName |
P744
|
FINISHED |
| Object | Bloomsburg–Berwick–Sunbury CSA |
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: Bloomsburg–Berwick–Sunbury CSA | Statement: [Bloomsburg–Berwick–Sunbury combined statistical area, hasName, Bloomsburg–Berwick–Sunbury CSA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomsburg–Berwick–Sunbury CSA Context triple: [Bloomsburg–Berwick–Sunbury combined statistical area, hasName, Bloomsburg–Berwick–Sunbury CSA]
-
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.
North Penn Valley
North Penn Valley is a suburban region in southeastern Pennsylvania encompassing communities like Lansdale within the greater Philadelphia metropolitan area.
-
C.
Montco
Montco is a public community college in Montgomery County, Pennsylvania, offering two-year degree and certificate programs for local and regional students.
-
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.
Coopersburg, Pennsylvania
Coopersburg, Pennsylvania is a small borough in Lehigh County that serves as a suburban community within the Allentown–Bethlehem–Easton 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e050b8154881908afe5191e6424f15 |
completed | April 16, 2026, 3 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff87789914819097b56482cb8984c7 |
completed | May 9, 2026, 7:14 p.m. |
Created at: April 10, 2026, 4:47 a.m.