Triple
T4121083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Somerset County, Pennsylvania |
E92613
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Bedford County, Pennsylvania
Bedford County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its historic sites, scenic Appalachian landscapes, and outdoor recreation opportunities.
|
E557781
|
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: Bedford County, Pennsylvania | Statement: [Somerset County, Pennsylvania, borders, Bedford County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bedford County, Pennsylvania Context triple: [Somerset County, Pennsylvania, borders, Bedford County, Pennsylvania]
-
A.
Northampton County, Pennsylvania
Northampton County, Pennsylvania is a county in the Lehigh Valley region of eastern Pennsylvania known for its mix of historic industrial cities like Easton and Bethlehem and its proximity to the New Jersey border.
-
B.
Butler County, Pennsylvania
Butler County, Pennsylvania is a county in western Pennsylvania known for its mix of small industrial cities, rural communities, and recreational areas such as Moraine State Park.
-
C.
Cumberland County, Pennsylvania
Cumberland County, Pennsylvania is a largely suburban and historically significant county west of Harrisburg, known for its role in the Cumberland Valley and its mix of rural landscapes, small towns, and growing residential communities.
-
D.
Bradford County, Pennsylvania
Bradford County, Pennsylvania is a largely rural county in the state's Northern Tier, known for its agricultural landscape, small towns, and location along the New York state border.
-
E.
Franklin County, Pennsylvania
Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
- 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: Bedford County, Pennsylvania Triple: [Somerset County, Pennsylvania, borders, Bedford County, Pennsylvania]
Generated description
Bedford County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its historic sites, scenic Appalachian landscapes, and outdoor recreation opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bedford County, Pennsylvania Target entity description: Bedford County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its historic sites, scenic Appalachian landscapes, and outdoor recreation opportunities.
-
A.
Northampton County, Pennsylvania
Northampton County, Pennsylvania is a county in the Lehigh Valley region of eastern Pennsylvania known for its mix of historic industrial cities like Easton and Bethlehem and its proximity to the New Jersey border.
-
B.
Butler County, Pennsylvania
Butler County, Pennsylvania is a county in western Pennsylvania known for its mix of small industrial cities, rural communities, and recreational areas such as Moraine State Park.
-
C.
Cumberland County, Pennsylvania
Cumberland County, Pennsylvania is a largely suburban and historically significant county west of Harrisburg, known for its role in the Cumberland Valley and its mix of rural landscapes, small towns, and growing residential communities.
-
D.
Bradford County, Pennsylvania
Bradford County, Pennsylvania is a largely rural county in the state's Northern Tier, known for its agricultural landscape, small towns, and location along the New York state border.
-
E.
Franklin County, Pennsylvania
Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
- 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_69aed9685f70819086932777aec8d959 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69af0203b8c88190b08dd64800a37168 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e2efb6d4819091ed08faec3b6c4a |
completed | March 23, 2026, 6:51 a.m. |
| NEDg | Description generation | batch_69c0f1043c50819080aae54111134eaa |
completed | March 23, 2026, 7:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0f1a171c481909a897f342b6d6329 |
completed | March 23, 2026, 7:54 a.m. |
Created at: March 9, 2026, 3:41 p.m.