Triple
T20781798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Lebanon Township, Pennsylvania |
E511498
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | U.S. Route 422 nearby |
—
|
NE NERFINISHED |
How this triple was built (3 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 nearby | Statement: [South Lebanon Township, Pennsylvania, hasTransportation, U.S. Route 422 nearby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 422 nearby Context triple: [South Lebanon Township, Pennsylvania, hasTransportation, U.S. Route 422 nearby]
-
A.
U.S. Route 22 (nearby)
U.S. Route 22 is a major east–west U.S. highway in the Mid-Atlantic region that serves as a key commuter and commercial corridor through central New Jersey and neighboring states.
-
B.
U.S. Route 220 (nearby)
U.S. Route 220 is a major north–south U.S. Highway running through several states in the eastern United States, connecting communities in Virginia, West Virginia, Pennsylvania, and beyond.
-
C.
U.S. Route 421 (nearby)
U.S. Route 421 is a major U.S. highway running through several states in the southeastern United States, connecting cities and rural areas across North Carolina, Tennessee, Virginia, and beyond.
-
D.
U.S. Route 202 (nearby)
U.S. Route 202 is a major north–south U.S. highway in the northeastern United States that connects communities across Pennsylvania and several neighboring states.
-
E.
U.S. Route 62 nearby
U.S. Route 62 is a major east–west United States highway that stretches from the Mexican border in Texas to the Canadian border in New York, passing through multiple states including Kentucky.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 422 nearby Target entity description: U.S. Route 422 is a major east–west U.S. highway in Pennsylvania that serves as a key regional corridor for commuters and local traffic near South Lebanon Township.
-
A.
U.S. Route 22 (nearby)
U.S. Route 22 is a major east–west U.S. highway in the Mid-Atlantic region that serves as a key commuter and commercial corridor through central New Jersey and neighboring states.
-
B.
U.S. Route 220 (nearby)
U.S. Route 220 is a major north–south U.S. Highway running through several states in the eastern United States, connecting communities in Virginia, West Virginia, Pennsylvania, and beyond.
-
C.
U.S. Route 421 (nearby)
U.S. Route 421 is a major U.S. highway running through several states in the southeastern United States, connecting cities and rural areas across North Carolina, Tennessee, Virginia, and beyond.
-
D.
U.S. Route 202 (nearby)
U.S. Route 202 is a major north–south U.S. highway in the northeastern United States that connects communities across Pennsylvania and several neighboring states.
-
E.
U.S. Route 62 nearby
U.S. Route 62 is a major east–west United States highway that stretches from the Mexican border in Texas to the Canadian border in New York, passing through multiple states including Kentucky.
- F. None of above. chosen
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_69e0b4cac7a48190a715cb3d545df2b4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c287b5288190823766fe59402d48 |
completed | April 21, 2026, 12:19 a.m. |
Created at: April 16, 2026, 12:38 p.m.