Triple
T3471548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perkiomen Creek |
E73270
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Oaks, Pennsylvania
Oaks, Pennsylvania is an unincorporated community in Montgomery County known for its location near the confluence of Perkiomen Creek and the Schuylkill River and its mix of residential, commercial, and recreational areas.
|
E361376
|
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: Oaks, Pennsylvania | Statement: [Perkiomen Creek, flowsThrough, Oaks, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oaks, Pennsylvania Context triple: [Perkiomen Creek, flowsThrough, Oaks, Pennsylvania]
-
A.
Oxford, Pennsylvania
Oxford, Pennsylvania is a small borough in southern Chester County known for its historic downtown and role as a local commercial and agricultural hub near the Maryland border.
-
B.
Fleetwood, Pennsylvania
Fleetwood, Pennsylvania is a small borough in Berks County known historically for its early 20th-century automobile manufacturing and its traditional small-town character.
-
C.
Wawa, Pennsylvania
Wawa, Pennsylvania is an unincorporated community in Delaware County known for lending its name to the Wawa convenience store chain and serving as the endpoint of SEPTA’s Media/Wawa regional rail line.
-
D.
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.
-
E.
Lewisberry, Pennsylvania
Lewisberry, Pennsylvania is a small borough in York County known for its proximity to outdoor recreation areas, including the nearby Roundtop Mountain Resort.
- 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: Oaks, Pennsylvania Triple: [Perkiomen Creek, flowsThrough, Oaks, Pennsylvania]
Generated description
Oaks, Pennsylvania is an unincorporated community in Montgomery County known for its location near the confluence of Perkiomen Creek and the Schuylkill River and its mix of residential, commercial, and recreational areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oaks, Pennsylvania Target entity description: Oaks, Pennsylvania is an unincorporated community in Montgomery County known for its location near the confluence of Perkiomen Creek and the Schuylkill River and its mix of residential, commercial, and recreational areas.
-
A.
Oxford, Pennsylvania
Oxford, Pennsylvania is a small borough in southern Chester County known for its historic downtown and role as a local commercial and agricultural hub near the Maryland border.
-
B.
Fleetwood, Pennsylvania
Fleetwood, Pennsylvania is a small borough in Berks County known historically for its early 20th-century automobile manufacturing and its traditional small-town character.
-
C.
Wawa, Pennsylvania
Wawa, Pennsylvania is an unincorporated community in Delaware County known for lending its name to the Wawa convenience store chain and serving as the endpoint of SEPTA’s Media/Wawa regional rail line.
-
D.
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.
-
E.
Lewisberry, Pennsylvania
Lewisberry, Pennsylvania is a small borough in York County known for its proximity to outdoor recreation areas, including the nearby Roundtop Mountain Resort.
- 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_69ad85b2fed48190948c8765e453d270 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb3af0cc81909e575828caeaeae0 |
completed | March 8, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b36810958c81908982e0ef996dc480 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b368b4e504819094ca0adbdbe7bfd9 |
completed | March 13, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3693a8d6481909dadce4ac6109ff3 |
completed | March 13, 2026, 1:32 a.m. |
Created at: March 8, 2026, 3:17 p.m.