Triple
T4797475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wyoming Valley West region |
E106745
|
entity |
| Predicate | includesCommunity |
P8617
|
FINISHED |
| Object |
Swoyersville, Pennsylvania
Swoyersville, Pennsylvania is a small borough in Luzerne County that forms part of the suburban communities in the Wyoming Valley region of northeastern Pennsylvania.
|
E474100
|
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: Swoyersville, Pennsylvania | Statement: [Wyoming Valley West region, includesCommunity, Swoyersville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swoyersville, Pennsylvania Context triple: [Wyoming Valley West region, includesCommunity, Swoyersville, Pennsylvania]
-
A.
Schwenksville, Pennsylvania
Schwenksville, Pennsylvania is a small borough in Montgomery County known for its historic character and scenic setting along the Perkiomen Creek.
-
B.
Riegelsville, Pennsylvania
Riegelsville, Pennsylvania is a small borough in Bucks County along the Delaware River, known for its historic bridge and rural, riverside character.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
E.
Salisbury, Pennsylvania
Salisbury, Pennsylvania is a small borough in Somerset County best known as the closest town to Mount Davis, the highest point in 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: Swoyersville, Pennsylvania Triple: [Wyoming Valley West region, includesCommunity, Swoyersville, Pennsylvania]
Generated description
Swoyersville, Pennsylvania is a small borough in Luzerne County that forms part of the suburban communities in the Wyoming Valley region of northeastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swoyersville, Pennsylvania Target entity description: Swoyersville, Pennsylvania is a small borough in Luzerne County that forms part of the suburban communities in the Wyoming Valley region of northeastern Pennsylvania.
-
A.
Schwenksville, Pennsylvania
Schwenksville, Pennsylvania is a small borough in Montgomery County known for its historic character and scenic setting along the Perkiomen Creek.
-
B.
Riegelsville, Pennsylvania
Riegelsville, Pennsylvania is a small borough in Bucks County along the Delaware River, known for its historic bridge and rural, riverside character.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
E.
Salisbury, Pennsylvania
Salisbury, Pennsylvania is a small borough in Somerset County best known as the closest town to Mount Davis, the highest point in 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_69bd43f591c881909e5a532388b0f3f3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6632708c8190b627d99363ab062c |
completed | March 20, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c9fae9c8190bc231f3f83b82303 |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be5e92732481909385becd518db017 |
completed | March 21, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5faec3ec8190bd57707ced7a157f |
completed | March 21, 2026, 9:06 a.m. |
Created at: March 20, 2026, 1:22 p.m.