Triple
T1046288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Central Pennsylvania |
E22585
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E180581
|
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: Cumberland County, Pennsylvania | Statement: [South Central Pennsylvania, contains, Cumberland County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumberland County, Pennsylvania Context triple: [South Central Pennsylvania, contains, Cumberland County, Pennsylvania]
-
A.
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.
-
B.
Delaware County, Pennsylvania
Delaware County, Pennsylvania is a suburban county southwest of Philadelphia known for its dense communities, historical towns, and extensive public transit connections into the city.
-
C.
Washington County, Pennsylvania
Washington County, Pennsylvania is a county in the southwestern part of the state known for its role in early American history, including the Whiskey Rebellion, and for its mix of suburban communities and rural landscapes.
-
D.
Pike County, Pennsylvania
Pike County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its scenic Delaware River landscapes, outdoor recreation, and proximity to the New York and New Jersey borders.
-
E.
Susquehanna County
Susquehanna County is a rural county in northeastern Pennsylvania known for its rolling hills, small towns, and proximity to the New York state border.
- 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: Cumberland County, Pennsylvania Triple: [South Central Pennsylvania, contains, Cumberland County, Pennsylvania]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumberland County, Pennsylvania Target entity description: 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.
-
A.
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.
-
B.
Delaware County, Pennsylvania
Delaware County, Pennsylvania is a suburban county southwest of Philadelphia known for its dense communities, historical towns, and extensive public transit connections into the city.
-
C.
Washington County, Pennsylvania
Washington County, Pennsylvania is a county in the southwestern part of the state known for its role in early American history, including the Whiskey Rebellion, and for its mix of suburban communities and rural landscapes.
-
D.
Pike County, Pennsylvania
Pike County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its scenic Delaware River landscapes, outdoor recreation, and proximity to the New York and New Jersey borders.
-
E.
Susquehanna County
Susquehanna County is a rural county in northeastern Pennsylvania known for its rolling hills, small towns, and proximity to the New York state border.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b84bb0048190badf6d2f7f684d99 |
completed | March 1, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad467e48e0819099f159a2f0aa03b0 |
completed | March 8, 2026, 9:50 a.m. |
| NEDg | Description generation | batch_69ad47235fb08190b53b66b0af859a47 |
completed | March 8, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad4775b6748190805f2bcbe091abb2 |
completed | March 8, 2026, 9:55 a.m. |
Created at: March 1, 2026, 7:42 p.m.