Triple
T20745171
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Cornwall Township, Pennsylvania |
E510560
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Heidelberg Township, Lebanon 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: Heidelberg Township, Lebanon County, Pennsylvania | Statement: [West Cornwall Township, Pennsylvania, borders, Heidelberg Township, Lebanon County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heidelberg Township, Lebanon County, Pennsylvania Context triple: [West Cornwall Township, Pennsylvania, borders, Heidelberg Township, Lebanon County, Pennsylvania]
-
A.
Heidelberg Township, Lebanon County, Pennsylvania
chosen
Heidelberg Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within the broader Lebanon region.
-
B.
Heidelberg Township, Lehigh County, Pennsylvania
Heidelberg Township, Lehigh County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its agricultural landscape and location within the Lehigh Valley region.
-
C.
Hanover Township, Lehigh County, Pennsylvania
Hanover Township, Lehigh County, Pennsylvania is a suburban municipality in the Lehigh Valley region known for its residential communities, commercial development, and proximity to the city of Allentown.
-
D.
Heidelberg, Pennsylvania
Heidelberg, Pennsylvania is a small borough in Allegheny County near Pittsburgh, known as a residential community within the Chartiers Valley area.
-
E.
Lehigh Township, Northampton County, Pennsylvania
Lehigh Township is a rural municipality in Northampton County, Pennsylvania, known for its small communities, scenic landscapes, and proximity to the Lehigh River and 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_69e0b4c845e88190b4c5f3ae79291182 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c212b744819089bc1d47a020bd61 |
completed | April 21, 2026, 12:17 a.m. |
Created at: April 16, 2026, 12:33 p.m.