Triple
T7807079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County, Pennsylvania |
E180581
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Penn Township, Cumberland County, Pennsylvania
Penn Township, Cumberland County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within the Harrisburg–Carlisle metropolitan area.
|
E694458
|
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: Penn Township, Cumberland County, Pennsylvania | Statement: [Cumberland County, Pennsylvania, containsTownship, Penn Township, Cumberland County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penn Township, Cumberland County, Pennsylvania Context triple: [Cumberland County, Pennsylvania, containsTownship, Penn Township, Cumberland County, Pennsylvania]
-
A.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
B.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
-
C.
West Penn Township, Schuylkill County, Pennsylvania
West Penn Township is a rural municipality in Schuylkill County, Pennsylvania, characterized by its small communities, agricultural landscape, and location in the foothills of the Appalachian region.
-
D.
Washington Township, Franklin County, Pennsylvania
Washington Township in Franklin County, Pennsylvania, is a largely rural municipality in the state's south-central region, known for its scenic Appalachian landscapes and small communities such as Blue Ridge Summit.
-
E.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central 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: Penn Township, Cumberland County, Pennsylvania Triple: [Cumberland County, Pennsylvania, containsTownship, Penn Township, Cumberland County, Pennsylvania]
Generated description
Penn Township, Cumberland County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within the Harrisburg–Carlisle metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penn Township, Cumberland County, Pennsylvania Target entity description: Penn Township, Cumberland County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within the Harrisburg–Carlisle metropolitan area.
-
A.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
B.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
-
C.
West Penn Township, Schuylkill County, Pennsylvania
West Penn Township is a rural municipality in Schuylkill County, Pennsylvania, characterized by its small communities, agricultural landscape, and location in the foothills of the Appalachian region.
-
D.
Washington Township, Franklin County, Pennsylvania
Washington Township in Franklin County, Pennsylvania, is a largely rural municipality in the state's south-central region, known for its scenic Appalachian landscapes and small communities such as Blue Ridge Summit.
-
E.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central 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_69ca827f6f148190beca4e245b993506 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf639fba88190a7c117aab19c0b0f |
completed | March 30, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb1450a2408190afe0459086d4480f |
completed | March 31, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_69cb173190a88190b31fd7973bc19d43 |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a49beb4819090532acabb9391b1 |
completed | March 31, 2026, 12:50 a.m. |
Created at: March 30, 2026, 4:35 p.m.