Triple
T14690482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 23 |
E345020
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object | Cheboygan, Michigan |
E257442
|
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: Cheboygan, Michigan | Statement: [U.S. Route 23, passesThrough, Cheboygan, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheboygan, Michigan Context triple: [U.S. Route 23, passesThrough, Cheboygan, Michigan]
-
A.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
-
B.
Ishpeming, Michigan
Ishpeming, Michigan is a small city in Michigan’s Upper Peninsula known historically as an iron mining center and as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg.
-
C.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
-
D.
Cheboygan
chosen
Cheboygan is a small city in northern Michigan known as a gateway to the Inland Waterway and Lake Huron, with a history tied to lumbering and maritime activity.
-
E.
Ontonagon, Michigan
Ontonagon, Michigan is a small village on the southern shore of Lake Superior in Michigan’s Upper Peninsula, known for its historic copper-mining heritage and proximity to outdoor recreation areas like the Porcupine Mountains.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb5844de481908a796eaa474bfde9 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0167369d9481909015c34d475fac14 |
completed | May 11, 2026, 5:20 a.m. |
Created at: April 10, 2026, 1:28 a.m.