Triple
T20903175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gratiot County, Michigan |
E514722
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | M-57 (Michigan highway) |
—
|
NE NERFINISHED |
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-57 (Michigan highway) | Statement: [Gratiot County, Michigan, hasTransportation, M-57 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-57 (Michigan highway) Context triple: [Gratiot County, Michigan, hasTransportation, M-57 (Michigan highway)]
-
A.
M-57 (Michigan highway)
chosen
M-57 is an east–west state trunkline highway in Michigan that runs across the central Lower Peninsula, connecting rural communities, townships, and regional routes.
-
B.
M-5 (Michigan highway)
M-5 is a state trunkline highway in the Detroit metropolitan area of Michigan that serves as a major northwest–southeast commuter and connector route.
-
C.
M-59 (Michigan highway)
M-59 is a major east–west state trunkline highway in Michigan that serves as a key transportation corridor through the northern suburbs of the Detroit metropolitan area.
-
D.
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.
-
E.
M-50 (Michigan highway)
M-50 is a state trunkline highway in Michigan that runs generally east–west across the southern part of the Lower Peninsula, connecting several communities and serving as a regional transportation route.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b4f8a1108190bce3d31331290ced |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6e8fd7e4481909088b7f74ba24549 |
completed | April 21, 2026, 3:03 a.m. |
Created at: April 16, 2026, 12:47 p.m.