Triple
T11302324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Wallenpaupack |
E267624
|
entity |
| Predicate | hasNearbySettlement |
P4647
|
FINISHED |
| Object |
Tafton, Pennsylvania
Tafton, Pennsylvania is a small unincorporated community in Pike County known for its location along the shores of Lake Wallenpaupack in the Pocono Mountains.
|
E922630
|
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: Tafton, Pennsylvania | Statement: [Lake Wallenpaupack, hasNearbySettlement, Tafton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tafton, Pennsylvania Context triple: [Lake Wallenpaupack, hasNearbySettlement, Tafton, Pennsylvania]
-
A.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
B.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
C.
Whitaker, Pennsylvania
Whitaker, Pennsylvania is a small borough in Allegheny County near Pittsburgh, situated along the Monongahela River in the state's industrial Mon Valley region.
-
D.
Watsontown, Pennsylvania
Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
-
E.
Dallastown, Pennsylvania
Dallastown, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of York.
- 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: Tafton, Pennsylvania Triple: [Lake Wallenpaupack, hasNearbySettlement, Tafton, Pennsylvania]
Generated description
Tafton, Pennsylvania is a small unincorporated community in Pike County known for its location along the shores of Lake Wallenpaupack in the Pocono Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tafton, Pennsylvania Target entity description: Tafton, Pennsylvania is a small unincorporated community in Pike County known for its location along the shores of Lake Wallenpaupack in the Pocono Mountains.
-
A.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
B.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
C.
Whitaker, Pennsylvania
Whitaker, Pennsylvania is a small borough in Allegheny County near Pittsburgh, situated along the Monongahela River in the state's industrial Mon Valley region.
-
D.
Watsontown, Pennsylvania
Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
-
E.
Dallastown, Pennsylvania
Dallastown, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of York.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e58b2614308190b9de143e3a80bfc0 |
completed | April 20, 2026, 2:10 a.m. |
| NEDg | Description generation | batch_69e59323c5948190bc2c9512f7b0a54f |
completed | April 20, 2026, 2:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e599c53704819097c0fdbbfbbb1e87 |
completed | April 20, 2026, 3:13 a.m. |
Created at: April 8, 2026, 9:32 p.m.