Triple
T16823449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schoolcraft County, Michigan |
E408953
|
entity |
| Predicate | hasTransportationRoute |
P385
|
FINISHED |
| Object | M-28 (Michigan highway) |
E32269
|
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-28 (Michigan highway) | Statement: [Schoolcraft County, Michigan, hasTransportationRoute, M-28 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-28 (Michigan highway) Context triple: [Schoolcraft County, Michigan, hasTransportationRoute, M-28 (Michigan highway)]
-
A.
M-28 (Michigan highway)
chosen
M-28 is a major east–west state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through communities such as Marquette.
-
B.
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.
-
C.
M-20 (Michigan highway)
M-20 is an east–west state trunkline highway in Michigan that runs across the central part of the Lower Peninsula, connecting communities such as Big Rapids and Mount Pleasant to US-131 and US-10.
-
D.
M-21 (Michigan highway)
M-21 is an east–west state trunkline highway in Michigan that runs through several counties, including Kent County, and serves as a key regional route connecting communities in the western part of the state.
-
E.
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.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e838e881908b650194c9b94886 |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29c170c81908fcc88c31e266ffb |
completed | May 10, 2026, 4:30 p.m. |
Created at: April 10, 2026, 5:23 a.m.