Triple
T23132154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swamp Creek |
E577199
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object | Limerick Township, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (2 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: Limerick Township, Pennsylvania | Statement: [Swamp Creek, flowsThrough, Limerick Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limerick Township, Pennsylvania Context triple: [Swamp Creek, flowsThrough, Limerick Township, Pennsylvania]
-
A.
Limerick Township, Pennsylvania
chosen
Limerick Township, Pennsylvania is a suburban community in Montgomery County known for its residential neighborhoods, commercial development, and the Limerick Generating Station nuclear power plant.
-
B.
Wilmington Township, Pennsylvania
Wilmington Township, Pennsylvania is a rural township in Lawrence County known for its agricultural landscape and small-community character in western Pennsylvania.
-
C.
Limestone Township, Pennsylvania
Limestone Township, Pennsylvania is a rural township located in Warren County in the northwestern part of the state.
-
D.
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.
-
E.
Williams Township, Pennsylvania
Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245f7b0e481909c473ff4e6a54e2c |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e88909881908c695cd7d39d380c |
completed | April 29, 2026, 4:52 a.m. |
Created at: April 17, 2026, 4 p.m.