Triple
T3002051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williamsport, Pennsylvania |
E81809
|
entity |
| Predicate | partOfMetropolitanArea |
P294
|
FINISHED |
| Object |
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.
|
E319281
|
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: Williamsport Metropolitan Statistical Area | Statement: [Williamsport, Pennsylvania, partOfMetropolitanArea, Williamsport Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williamsport Metropolitan Statistical Area Context triple: [Williamsport, Pennsylvania, partOfMetropolitanArea, Williamsport Metropolitan Statistical Area]
-
A.
Williamsport, Pennsylvania
Williamsport, Pennsylvania is a city in north-central Pennsylvania best known as the birthplace of Little League Baseball and host of the annual Little League World Series.
-
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.
Harrisburg–Carlisle metropolitan area
The Harrisburg–Carlisle metropolitan area is a U.S. metro region centered on Pennsylvania’s state capital, Harrisburg, and the nearby borough of Carlisle, serving as a political, economic, and transportation hub for the surrounding region.
-
D.
Gettysburg micropolitan area
The Gettysburg micropolitan area is a small urban and surrounding rural region centered on the historic town of Gettysburg in Pennsylvania, known primarily for its Civil War battlefield and related tourism.
-
E.
South Wilkes-Barre
South Wilkes-Barre is a primarily residential neighborhood located in the southern part of the city of Wilkes-Barre, Pennsylvania.
- 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: Williamsport Metropolitan Statistical Area Triple: [Williamsport, Pennsylvania, partOfMetropolitanArea, Williamsport Metropolitan Statistical Area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Williamsport Metropolitan Statistical Area Target entity description: 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.
-
A.
Williamsport, Pennsylvania
Williamsport, Pennsylvania is a city in north-central Pennsylvania best known as the birthplace of Little League Baseball and host of the annual Little League World Series.
-
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.
Harrisburg–Carlisle metropolitan area
The Harrisburg–Carlisle metropolitan area is a U.S. metro region centered on Pennsylvania’s state capital, Harrisburg, and the nearby borough of Carlisle, serving as a political, economic, and transportation hub for the surrounding region.
-
D.
Gettysburg micropolitan area
The Gettysburg micropolitan area is a small urban and surrounding rural region centered on the historic town of Gettysburg in Pennsylvania, known primarily for its Civil War battlefield and related tourism.
-
E.
South Wilkes-Barre
South Wilkes-Barre is a primarily residential neighborhood located in the southern part of the city of Wilkes-Barre, Pennsylvania.
- F. None of above. chosen
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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a11b4bc81909ce06121361b4e0f |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e4f02248190890eb3944299bd15 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12eb153b481909251dd72a7ca55d4 |
completed | March 11, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d65c9550819081e8734cece6ff13 |
completed | March 11, 2026, 8:53 p.m. |
Created at: March 8, 2026, 2:59 p.m.