Triple
T3471535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perkiomen Creek |
E73270
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Lehigh County, Pennsylvania |
E243751
|
NE FINISHED |
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: Lehigh County, Pennsylvania | Statement: [Perkiomen Creek, locatedIn, Lehigh County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lehigh County, Pennsylvania Context triple: [Perkiomen Creek, locatedIn, Lehigh County, Pennsylvania]
-
A.
Lehigh County, Pennsylvania
chosen
Lehigh County, Pennsylvania is a county in eastern Pennsylvania known for its largest city, Allentown, and its role as part of the Lehigh Valley metropolitan region.
-
B.
Schuylkill County, Pennsylvania
Schuylkill County, Pennsylvania is a predominantly rural county in eastern Pennsylvania known historically for its anthracite coal mining and small industrial towns.
-
C.
Chester County, Pennsylvania
Chester County, Pennsylvania is a suburban and semi-rural county in southeastern Pennsylvania known for its historic towns, scenic landscapes, and role as part of the greater Philadelphia metropolitan area.
-
D.
Delaware County, Pennsylvania
Delaware County, Pennsylvania is a suburban county southwest of Philadelphia known for its dense communities, historical towns, and extensive public transit connections into the city.
-
E.
Bucks County, Pennsylvania
Bucks County, Pennsylvania is a suburban county in southeastern Pennsylvania known for its historic towns, scenic Delaware River landscapes, and role as part of the greater Philadelphia metropolitan area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bf832772d08190842b1e1c1a87ea3a |
completed | March 22, 2026, 5:50 a.m. |
Created at: March 8, 2026, 3:17 p.m.