Triple
T23132153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swamp Creek |
E577199
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object | Upper Frederick 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: Upper Frederick Township, Pennsylvania | Statement: [Swamp Creek, flowsThrough, Upper Frederick Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Frederick Township, Pennsylvania Context triple: [Swamp Creek, flowsThrough, Upper Frederick Township, Pennsylvania]
-
A.
Upper Frederick Township, Pennsylvania
chosen
Upper Frederick Township, Pennsylvania is a rural township in Montgomery County known for its small communities and proximity to natural features like Perkiomen Creek.
-
B.
Lower Frederick Township, Pennsylvania
Lower Frederick Township, Pennsylvania is a small suburban municipality in Montgomery County known for its residential communities and natural areas along Perkiomen Creek.
-
C.
North Fayette Township, Pennsylvania
North Fayette Township, Pennsylvania is a suburban municipality in Allegheny County near Pittsburgh, known for its residential communities, retail centers, and proximity to the Pittsburgh International Airport.
-
D.
Freehold Township, Pennsylvania
Freehold Township, Pennsylvania is a rural township located in Warren County in the northwestern part of the state.
-
E.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
- 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.