Triple
T13379683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williamsport Metropolitan Statistical Area |
E319281
|
entity |
| Predicate | locatedInRegion |
P40
|
FINISHED |
| Object |
north-central Pennsylvania
North-central Pennsylvania is a largely rural region of the state characterized by small cities, forested landscapes, and communities like those around Williamsport.
|
E123178
|
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: north-central Pennsylvania | Statement: [Williamsport Metropolitan Statistical Area, locatedInRegion, north-central Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: north-central Pennsylvania Context triple: [Williamsport Metropolitan Statistical Area, locatedInRegion, north-central Pennsylvania]
-
A.
Northern Pennsylvania
Northern Pennsylvania is a largely rural, forested region of the state known for its river valleys, small towns, and proximity to the New York border.
-
B.
Central Pennsylvania
Central Pennsylvania is a region in the U.S. state of Pennsylvania characterized by its mix of small cities, rural communities, and significant educational and governmental institutions.
-
C.
northwestern Pennsylvania
Northwestern Pennsylvania is a region of the U.S. state of Pennsylvania known for its forested landscapes, rural communities, and proximity to Lake Erie.
-
D.
South Central Pennsylvania
South Central Pennsylvania is a region of the state known for its historic Civil War sites, rolling farmland, and small cities such as Harrisburg, York, and Gettysburg.
-
E.
Northeastern Pennsylvania
Northeastern Pennsylvania is a region of the U.S. state of Pennsylvania known for its former coal-mining communities, small cities like Scranton and Wilkes-Barre, and proximity to the Pocono Mountains.
- 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: north-central Pennsylvania Triple: [Williamsport Metropolitan Statistical Area, locatedInRegion, north-central Pennsylvania]
Generated description
North-central Pennsylvania is a largely rural region of the state characterized by small cities, forested landscapes, and communities like those around Williamsport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: north-central Pennsylvania Target entity description: North-central Pennsylvania is a largely rural region of the state characterized by small cities, forested landscapes, and communities like those around Williamsport.
-
A.
Northern Pennsylvania
chosen
Northern Pennsylvania is a largely rural, forested region of the state known for its river valleys, small towns, and proximity to the New York border.
-
B.
Central Pennsylvania
Central Pennsylvania is a region in the U.S. state of Pennsylvania characterized by its mix of small cities, rural communities, and significant educational and governmental institutions.
-
C.
northwestern Pennsylvania
Northwestern Pennsylvania is a region of the U.S. state of Pennsylvania known for its forested landscapes, rural communities, and proximity to Lake Erie.
-
D.
South Central Pennsylvania
South Central Pennsylvania is a region of the state known for its historic Civil War sites, rolling farmland, and small cities such as Harrisburg, York, and Gettysburg.
-
E.
Northeastern Pennsylvania
Northeastern Pennsylvania is a region of the U.S. state of Pennsylvania known for its former coal-mining communities, small cities like Scranton and Wilkes-Barre, and proximity to the Pocono Mountains.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce56c6c8190adf4e19f6d1bc233 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7268b09808190b4ffd1db72e1f1f1 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7277a73248190aa59a997d719cab8 |
completed | May 3, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7281e150081909a92201ceb30b8d6 |
completed | May 3, 2026, 10:49 a.m. |
Created at: April 9, 2026, 9:33 p.m.