Triple
T11302447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stroudsburg, Pennsylvania |
E267627
|
entity |
| Predicate | partOfMetropolitanArea |
P294
|
FINISHED |
| Object |
East Stroudsburg, PA Metropolitan Statistical Area
The East Stroudsburg, PA Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Pennsylvania centered on East Stroudsburg and surrounding communities, used for demographic and economic analysis.
|
E360584
|
NE FINISHED |
How this triple was built (4 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: East Stroudsburg, PA Metropolitan Statistical Area | Statement: [Stroudsburg, Pennsylvania, partOfMetropolitanArea, East Stroudsburg, PA Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Stroudsburg, PA Metropolitan Statistical Area Context triple: [Stroudsburg, Pennsylvania, partOfMetropolitanArea, East Stroudsburg, PA Metropolitan Statistical Area]
-
A.
East Stroudsburg
East Stroudsburg is a small borough in northeastern Pennsylvania’s Pocono Mountains region, known as a residential and college town within the broader New York metropolitan area.
-
B.
Scranton–Wilkes-Barre metropolitan area
The Scranton–Wilkes-Barre metropolitan area is a northeastern Pennsylvania urban region centered around the cities of Scranton and Wilkes-Barre, known historically for coal mining and railroads and now a diversified economic and cultural hub.
-
C.
Williamsport Metropolitan Statistical Area
The Williamsport Metropolitan Statistical Area is a U.S. Census-defined region in north-central Pennsylvania centered on the city of Williamsport and used for statistical and economic analysis.
-
D.
Bloomsburg–Berwick–Sunbury combined statistical area
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.
-
E.
York–Hanover, Pennsylvania Metropolitan Statistical Area
The York–Hanover, Pennsylvania Metropolitan Statistical Area is a U.S. Census-defined region in south-central Pennsylvania centered on the cities of York and Hanover, encompassing their surrounding communities for demographic and economic analysis.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: East Stroudsburg, PA Metropolitan Statistical Area Triple: [Stroudsburg, Pennsylvania, partOfMetropolitanArea, East Stroudsburg, PA Metropolitan Statistical Area]
Generated description
The East Stroudsburg, PA Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Pennsylvania centered on East Stroudsburg and surrounding communities, used for demographic and economic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: East Stroudsburg, PA Metropolitan Statistical Area Target entity description: The East Stroudsburg, PA Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Pennsylvania centered on East Stroudsburg and surrounding communities, used for demographic and economic analysis.
-
A.
East Stroudsburg
chosen
East Stroudsburg is a small borough in northeastern Pennsylvania’s Pocono Mountains region, known as a residential and college town within the broader New York metropolitan area.
-
B.
Scranton–Wilkes-Barre metropolitan area
The Scranton–Wilkes-Barre metropolitan area is a northeastern Pennsylvania urban region centered around the cities of Scranton and Wilkes-Barre, known historically for coal mining and railroads and now a diversified economic and cultural hub.
-
C.
Williamsport Metropolitan Statistical Area
The Williamsport Metropolitan Statistical Area is a U.S. Census-defined region in north-central Pennsylvania centered on the city of Williamsport and used for statistical and economic analysis.
-
D.
Bloomsburg–Berwick–Sunbury combined statistical area
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.
-
E.
York–Hanover, Pennsylvania Metropolitan Statistical Area
The York–Hanover, Pennsylvania Metropolitan Statistical Area is a U.S. Census-defined region in south-central Pennsylvania centered on the cities of York and Hanover, encompassing their surrounding communities for demographic and economic analysis.
- F. None of above.
Provenance (5 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a4af56881908cc395b6687d40a9 |
completed | April 19, 2026, 5 p.m. |
| NEDg | Description generation | batch_69e510f9edb4819097e9fa1ce85504ed |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516ac8dec81909c9c1eece372189e |
completed | April 19, 2026, 5:53 p.m. |
Created at: April 8, 2026, 9:32 p.m.