Triple
T23132152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swamp Creek |
E577199
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object | Douglass Township, Montgomery County, 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: Douglass Township, Montgomery County, Pennsylvania | Statement: [Swamp Creek, flowsThrough, Douglass Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Douglass Township, Montgomery County, Pennsylvania Context triple: [Swamp Creek, flowsThrough, Douglass Township, Montgomery County, Pennsylvania]
-
A.
Douglass Township, Montgomery County, Pennsylvania
chosen
Douglass Township, Montgomery County, Pennsylvania is a suburban township in southeastern Pennsylvania known for its residential communities, local parks, and proximity to larger urban centers in the Philadelphia metropolitan area.
-
B.
Douglass Township, Berks County, Pennsylvania
Douglass Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its residential communities, farmland, and small-town character within the Reading metropolitan area.
-
C.
Montgomery Township, Montgomery County, Pennsylvania
Montgomery Township in Montgomery County, Pennsylvania is a suburban municipality north of Philadelphia known for its residential neighborhoods, commercial centers, and the community of Montgomeryville.
-
D.
Daugherty Township, Pennsylvania
Daugherty Township, Pennsylvania is a small residential township in Beaver County known for its suburban character and proximity to the borough of New Brighton.
-
E.
Washington Township, Northampton County, Pennsylvania
Washington Township is a rural municipality in Northampton County, Pennsylvania, known for its small communities, agricultural landscape, and location within the Lehigh Valley region.
- 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.