Triple
T20903174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gratiot County, Michigan |
E514722
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | M-46 (Michigan highway) |
—
|
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: M-46 (Michigan highway) | Statement: [Gratiot County, Michigan, hasTransportation, M-46 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-46 (Michigan highway) Context triple: [Gratiot County, Michigan, hasTransportation, M-46 (Michigan highway)]
-
A.
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.
-
B.
M-66 (Michigan highway)
M-66 is a north–south state trunkline highway in Michigan that runs through the Lower Peninsula, connecting rural communities and regional centers across multiple counties.
-
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-40 (Michigan highway)
M-40 is a north–south state trunkline highway in southwestern Michigan that connects several small communities and intersects with major routes in the region.
-
E.
M-6 (Michigan highway)
M-6 is an east–west freeway in western Michigan that serves as a southern bypass of Grand Rapids, connecting Interstate 196 with Interstate 96.
- 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: M-46 (Michigan highway) Target entity description: M-46 is an east–west state trunkline highway in Michigan that spans much of the state's Lower Peninsula, connecting several communities and major routes across the region.
-
A.
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.
-
B.
M-66 (Michigan highway)
M-66 is a north–south state trunkline highway in Michigan that runs through the Lower Peninsula, connecting rural communities and regional centers across multiple counties.
-
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-40 (Michigan highway)
M-40 is a north–south state trunkline highway in southwestern Michigan that connects several small communities and intersects with major routes in the region.
-
E.
M-6 (Michigan highway)
M-6 is an east–west freeway in western Michigan that serves as a southern bypass of Grand Rapids, connecting Interstate 196 with Interstate 96.
- 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_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.