Triple
T19217118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clinton Township, Wyoming County, Pennsylvania |
E480513
|
entity |
| Predicate | hasCountySeat |
P383
|
FINISHED |
| Object |
Tunkhannock, Pennsylvania
Tunkhannock, Pennsylvania is a small borough in northeastern Pennsylvania known as the commercial and cultural hub of Wyoming County along the Susquehanna River.
|
E1364797
|
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: Tunkhannock, Pennsylvania | Statement: [Clinton Township, Wyoming County, Pennsylvania, hasCountySeat, Tunkhannock, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tunkhannock, Pennsylvania Context triple: [Clinton Township, Wyoming County, Pennsylvania, hasCountySeat, Tunkhannock, Pennsylvania]
-
A.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
-
B.
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.
-
C.
Tioga, Pennsylvania
Tioga, Pennsylvania is a small borough in Tioga County known for its rural setting near the Tioga River in north-central Pennsylvania.
-
D.
Macungie, Pennsylvania
Macungie, Pennsylvania is a small borough in the Lehigh Valley region known for its historic character and community events.
-
E.
Catasauqua, Pennsylvania
Catasauqua, Pennsylvania is a small borough in eastern Pennsylvania known historically for its role in the early American iron industry and its location within the Lehigh Valley region.
- 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: Tunkhannock, Pennsylvania Triple: [Clinton Township, Wyoming County, Pennsylvania, hasCountySeat, Tunkhannock, Pennsylvania]
Generated description
Tunkhannock, Pennsylvania is a small borough in northeastern Pennsylvania known as the commercial and cultural hub of Wyoming County along the Susquehanna River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tunkhannock, Pennsylvania Target entity description: Tunkhannock, Pennsylvania is a small borough in northeastern Pennsylvania known as the commercial and cultural hub of Wyoming County along the Susquehanna River.
-
A.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
-
B.
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.
-
C.
Tioga, Pennsylvania
Tioga, Pennsylvania is a small borough in Tioga County known for its rural setting near the Tioga River in north-central Pennsylvania.
-
D.
Macungie, Pennsylvania
Macungie, Pennsylvania is a small borough in the Lehigh Valley region known for its historic character and community events.
-
E.
Catasauqua, Pennsylvania
Catasauqua, Pennsylvania is a small borough in eastern Pennsylvania known historically for its role in the early American iron industry and its location within the Lehigh Valley region.
- 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_69d8e8cb8c348190b52075823911c869 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fa3aff9c8190974363683b8246f5 |
completed | April 20, 2026, 10:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0700e8c1bc819080e76691add99c34 |
completed | May 15, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_6a07022719d08190b40fb61555fda4ab |
completed | May 15, 2026, 11:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07029fa9e081908603fa45ab77b8e9 |
completed | May 15, 2026, 11:25 a.m. |
Created at: April 10, 2026, 1:23 p.m.