Triple
T15337351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Branch Perkiomen Creek |
E366700
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Longswamp Township, Pennsylvania
Longswamp Township, Pennsylvania is a rural municipality in Berks County known for its agricultural landscape, small communities, and location within the Lehigh Valley region.
|
E1150893
|
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: Longswamp Township, Pennsylvania | Statement: [West Branch Perkiomen Creek, flowsThrough, Longswamp Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Longswamp Township, Pennsylvania Context triple: [West Branch Perkiomen Creek, flowsThrough, Longswamp Township, Pennsylvania]
-
A.
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.
-
B.
Richland Township, Pennsylvania
Richland Township, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known for hosting Chatham University's sustainable Eden Hall Campus.
-
C.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
D.
Longwood, Pennsylvania
Longwood, Pennsylvania is an unincorporated community in Chester County best known as the location of Longwood Gardens, the former estate of industrialist Pierre S. du Pont.
-
E.
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.
- 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: Longswamp Township, Pennsylvania Triple: [West Branch Perkiomen Creek, flowsThrough, Longswamp Township, Pennsylvania]
Generated description
Longswamp Township, Pennsylvania is a rural municipality in Berks County known for its agricultural landscape, small communities, and location within the Lehigh Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Longswamp Township, Pennsylvania Target entity description: Longswamp Township, Pennsylvania is a rural municipality in Berks County known for its agricultural landscape, small communities, and location within the Lehigh Valley region.
-
A.
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.
-
B.
Richland Township, Pennsylvania
Richland Township, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known for hosting Chatham University's sustainable Eden Hall Campus.
-
C.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
D.
Longwood, Pennsylvania
Longwood, Pennsylvania is an unincorporated community in Chester County best known as the location of Longwood Gardens, the former estate of industrialist Pierre S. du Pont.
-
E.
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.
- 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_69d85a1355608190a6673ddb67231d54 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e11b22c81908280efe65acd5454 |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff01f11b88819089342e8b088bc95e |
completed | May 9, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_69ff02de46948190ac9b9f87313a8442 |
completed | May 9, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0341238c8190a7d0473ad9ab702c |
completed | May 9, 2026, 9:49 a.m. |
Created at: April 10, 2026, 3:17 a.m.