Triple
T20672167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heidelberg Township, Lebanon County, Pennsylvania |
E508054
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Lebanon Valley region |
E340006
|
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: Lebanon Valley region | Statement: [Heidelberg Township, Lebanon County, Pennsylvania, locatedIn, Lebanon Valley region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lebanon Valley region Context triple: [Heidelberg Township, Lebanon County, Pennsylvania, locatedIn, Lebanon Valley region]
-
A.
North Penn Valley
North Penn Valley is a suburban region in southeastern Pennsylvania encompassing communities like Lansdale within the greater Philadelphia metropolitan area.
-
B.
Wyoming Valley, Pennsylvania
Wyoming Valley, Pennsylvania is a historic region in northeastern Pennsylvania along the Susquehanna River, known for its early coal mining industry and role in the American Revolutionary era.
-
C.
Lehigh Valley region
The Lehigh Valley region is an area in eastern Pennsylvania centered around the cities of Allentown, Bethlehem, and Easton, known for its industrial history, growing suburbs, and role as a major economic and cultural hub.
-
D.
Raritan Valley region
The Raritan Valley region is a central New Jersey area centered around the Raritan River, encompassing a mix of suburban communities, historic towns, and commercial centers.
-
E.
Lebanon Valley
chosen
Lebanon Valley is a fertile agricultural and residential region in Pennsylvania, known for its rolling countryside, small towns, and location within the broader Appalachian Valley system.
- 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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b5cb1fc88190805f623e93a70368 |
completed | April 20, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd66b6b88190a863948cb31c9af7 |
completed | May 16, 2026, 8:02 p.m. |
Created at: April 16, 2026, 11:44 a.m.