Triple
T8373764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kent City, Michigan |
E197521
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object | M-37 (Michigan highway) |
E425979
|
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: M-37 (Michigan highway) | Statement: [Kent City, Michigan, hasTransportationAccess, M-37 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-37 (Michigan highway) Context triple: [Kent City, Michigan, hasTransportationAccess, M-37 (Michigan highway)]
-
A.
M-37 (Michigan highway)
chosen
M-37 is a north–south state trunkline highway in Michigan that runs from Battle Creek through Grand Rapids to the Lake Michigan shore near Traverse City.
-
B.
M-77 (Michigan highway)
M-77 is a north–south state trunkline highway in Michigan’s Upper Peninsula that runs through remote forested areas to the Lake Superior shore.
-
C.
M-43 (Michigan highway)
M-43 is a state trunkline highway in Michigan that runs through several counties, including Kalamazoo County, connecting rural areas with key urban centers.
-
D.
M-35 (Michigan highway)
M-35 is a state trunkline highway in Michigan’s Upper Peninsula that runs along the shore of Green Bay and Lake Michigan, connecting communities such as Menominee with other regional destinations.
-
E.
M-44 (Michigan highway)
M-44 is a state trunkline highway in western Michigan that serves as a key commuter and commercial route connecting Grand Rapids with its northeastern suburbs and surrounding communities.
- 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_69ca82f56730819080cec5d991c76f4c |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80a7cab881909d8cca66a340dceb |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde7dc7c6081909183716901fd2543 |
completed | April 2, 2026, 3:51 a.m. |
Created at: March 30, 2026, 6:01 p.m.