Triple
T11213674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northumberland County, Pennsylvania |
E265372
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Shamokin Township, Pennsylvania
Shamokin Township, Pennsylvania is a rural township in Northumberland County known for its small communities, agricultural landscape, and proximity to the city of Shamokin.
|
E915912
|
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: Shamokin Township, Pennsylvania | Statement: [Northumberland County, Pennsylvania, containsTownship, Shamokin Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shamokin Township, Pennsylvania Context triple: [Northumberland County, Pennsylvania, containsTownship, Shamokin Township, Pennsylvania]
-
A.
Shamokin, Pennsylvania
Shamokin, Pennsylvania is a small former coal-mining city in Northumberland County known for its role in the anthracite coal industry and its historic downtown.
-
B.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
C.
Point Township, Pennsylvania
Point Township, Pennsylvania is a small rural municipality located along the Susquehanna River in Northumberland County in central Pennsylvania.
-
D.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
E.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to the city of New Castle.
- 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: Shamokin Township, Pennsylvania Triple: [Northumberland County, Pennsylvania, containsTownship, Shamokin Township, Pennsylvania]
Generated description
Shamokin Township, Pennsylvania is a rural township in Northumberland County known for its small communities, agricultural landscape, and proximity to the city of Shamokin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shamokin Township, Pennsylvania Target entity description: Shamokin Township, Pennsylvania is a rural township in Northumberland County known for its small communities, agricultural landscape, and proximity to the city of Shamokin.
-
A.
Shamokin, Pennsylvania
Shamokin, Pennsylvania is a small former coal-mining city in Northumberland County known for its role in the anthracite coal industry and its historic downtown.
-
B.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
C.
Point Township, Pennsylvania
Point Township, Pennsylvania is a small rural municipality located along the Susquehanna River in Northumberland County in central Pennsylvania.
-
D.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
E.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to the city of New Castle.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8d7f47c8190b78c640ff1a01943 |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4f3c681148190a31c7e7ecb0d9478 |
completed | April 19, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69e4f7dbfafc8190afa1e9fe67f1296e |
completed | April 19, 2026, 3:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ff4645948190a2bfcc3a4efd8e2a |
completed | April 19, 2026, 4:13 p.m. |
Created at: April 8, 2026, 9:30 p.m.