Triple
T17636991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalkaska County, Michigan |
E430120
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | M-72 (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-72 (Michigan highway) | Statement: [Kalkaska County, Michigan, hasTransportation, M-72 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-72 (Michigan highway) Context triple: [Kalkaska County, Michigan, hasTransportation, M-72 (Michigan highway)]
-
A.
M-72 (Michigan highway)
chosen
M-72 is an east–west state trunkline highway in Michigan’s Lower Peninsula that crosses the state through forested and rural areas, connecting several small communities.
-
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-222 (Michigan highway)
M-222 is a short state trunkline highway in Allegan County, Michigan, connecting the city of Allegan to nearby routes and serving as a local connector in the region’s road network.
-
D.
M-27 (Michigan highway)
M-27 is a north–south state trunkline highway in Michigan that runs through the northern Lower Peninsula, connecting communities near Interstate 75 and serving as a scenic route along parts of the former US Highway 27 corridor.
-
E.
M-82 (Michigan highway)
M-82 is an east–west state trunkline highway in western Michigan that serves as a key regional route through Newaygo County.
- 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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46de1e0888190a3c8bbd451aed2fb |
completed | April 19, 2026, 5:53 a.m. |
Created at: April 10, 2026, 5:52 a.m.