Triple
T11302325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Wallenpaupack |
E267624
|
entity |
| Predicate | hasNearbySettlement |
P4647
|
FINISHED |
| Object |
Lakeville, Pennsylvania
Lakeville, Pennsylvania is a small unincorporated community in Wayne County known for its lakeside recreation and proximity to Lake Wallenpaupack in the Pocono Mountains region.
|
E918690
|
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: Lakeville, Pennsylvania | Statement: [Lake Wallenpaupack, hasNearbySettlement, Lakeville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lakeville, Pennsylvania Context triple: [Lake Wallenpaupack, hasNearbySettlement, Lakeville, Pennsylvania]
-
A.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
-
B.
Millville, Pennsylvania
Millville, Pennsylvania is a small borough in northeastern Pennsylvania known for its rural character and tight-knit community.
-
C.
Lionville, Pennsylvania
Lionville, Pennsylvania is an unincorporated community and census-designated place in Chester County known for its suburban character and role as a local commercial and residential hub.
-
D.
New London, Pennsylvania
New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
-
E.
Bernville, Pennsylvania
Bernville, Pennsylvania is a small borough in Berks County known for its rural character and proximity to recreational areas such as Blue Marsh Lake.
- 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: Lakeville, Pennsylvania Triple: [Lake Wallenpaupack, hasNearbySettlement, Lakeville, Pennsylvania]
Generated description
Lakeville, Pennsylvania is a small unincorporated community in Wayne County known for its lakeside recreation and proximity to Lake Wallenpaupack in the Pocono Mountains region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lakeville, Pennsylvania Target entity description: Lakeville, Pennsylvania is a small unincorporated community in Wayne County known for its lakeside recreation and proximity to Lake Wallenpaupack in the Pocono Mountains region.
-
A.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
-
B.
Millville, Pennsylvania
Millville, Pennsylvania is a small borough in northeastern Pennsylvania known for its rural character and tight-knit community.
-
C.
Lionville, Pennsylvania
Lionville, Pennsylvania is an unincorporated community and census-designated place in Chester County known for its suburban character and role as a local commercial and residential hub.
-
D.
New London, Pennsylvania
New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
-
E.
Bernville, Pennsylvania
Bernville, Pennsylvania is a small borough in Berks County known for its rural character and proximity to recreational areas such as Blue Marsh Lake.
- 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_69e525a842dc81909c84d8bd1a6414fa |
completed | April 19, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_69e52a78951c8190923711067cf4e7e5 |
completed | April 19, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5319b6ef0819096debabfb6ffbe70 |
completed | April 19, 2026, 7:48 p.m. |
Created at: April 8, 2026, 9:32 p.m.