Triple
T10683863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Michigan region |
E251824
|
entity |
| Predicate | hasTransportationCorridor |
P3034
|
FINISHED |
| Object | U.S. Route 131 |
E551658
|
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 131 | Statement: [Southwest Michigan region, hasTransportationCorridor, U.S. Route 131]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 131 Context triple: [Southwest Michigan region, hasTransportationCorridor, U.S. Route 131]
-
A.
U.S. Route 131
chosen
U.S. Route 131 is a north–south United States highway in Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids to near Petoskey.
-
B.
U.S. Route 31
U.S. Route 31 is a major north–south United States highway running through several Midwestern and Southern states, connecting communities along the eastern shore of Lake Michigan down to the Gulf Coast.
-
C.
U.S. Route 311
U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
-
D.
U.S. Route 41
U.S. Route 41 is a major north–south United States highway running from Miami, Florida, to the Upper Peninsula of Michigan, passing through several key Midwestern and Southern states.
-
E.
U.S. Route 31W
U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
- 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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fcc5134c8190bcb1d96a32634c17 |
completed | April 9, 2026, 1:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180bd1e5c8190a6a96581ce8a37de |
completed | May 11, 2026, 7:09 a.m. |
Created at: April 8, 2026, 9:10 p.m.