Triple
T4383802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ishpeming, Michigan |
E99191
|
entity |
| Predicate | hasTransportation |
P105
|
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: [Ishpeming, Michigan, hasTransportation, M-28 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-28 (Michigan highway) Context triple: [Ishpeming, Michigan, hasTransportation, 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-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.
-
C.
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.
-
D.
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.
-
E.
M-26 (Michigan highway)
M-26 is a state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through the Keweenaw Peninsula, connecting communities such as Houghton and providing access to scenic Lake Superior shoreline areas.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35263970c8190904ee20d81715833 |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e523cc5c8190b9884f83d433982c |
completed | March 14, 2026, 10:45 p.m. |
Created at: March 12, 2026, 11:18 p.m.