Triple
T7773170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dauphin County, Pennsylvania |
E179121
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object | U.S. Route 422 |
E229410
|
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: U.S. Route 422 | Statement: [Dauphin County, Pennsylvania, majorHighway, U.S. Route 422]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 422 Context triple: [Dauphin County, Pennsylvania, majorHighway, U.S. Route 422]
-
A.
U.S. Route 422
chosen
U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
-
B.
U.S. Route 220
U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
-
C.
U.S. Route 22
U.S. Route 22 is a major east–west U.S. highway running from Ohio to New Jersey, serving as an important regional connector through several Mid-Atlantic and Midwestern states.
-
D.
U.S. Route 222
U.S. Route 222 is a north–south U.S. highway in Pennsylvania and Maryland that connects Reading and Lancaster with the greater U.S. Route 22 and Interstate 78 corridor near Allentown.
-
E.
U.S. Route 309
U.S. Route 309 was a former U.S. Highway that ran through eastern Pennsylvania before being decommissioned and largely replaced by Pennsylvania Route 309.
- 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_69c69f30602c819082ab52cd4af5c592 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c7046048688190a6cbc64e82b58eca |
completed | March 27, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb59ca4c088190bc4f1f9b2488d996 |
completed | March 31, 2026, 5:21 a.m. |
Created at: March 27, 2026, 4:11 p.m.