Triple
T17835524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalkaska, Michigan |
E445372
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Kalkaska micropolitan area |
—
|
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: Kalkaska micropolitan area | Statement: [Kalkaska, Michigan, partOf, Kalkaska micropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalkaska micropolitan area Context triple: [Kalkaska, Michigan, partOf, Kalkaska micropolitan area]
-
A.
Traverse City micropolitan area
The Traverse City micropolitan area is a U.S. Census-defined region in northwestern Michigan centered on Traverse City, encompassing surrounding communities that share its economic and social ties.
-
B.
Petoskey micropolitan area
The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
-
C.
Houghton micropolitan area
The Houghton micropolitan area is a small population center in Michigan’s Upper Peninsula centered around the city of Houghton and its surrounding communities.
-
D.
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.
-
E.
Kalamazoo-Portage Metropolitan Statistical Area
The Kalamazoo-Portage Metropolitan Statistical Area is a U.S. Census-defined region in southwestern Michigan centered on the cities of Kalamazoo and Portage, serving as a regional hub for education, healthcare, and manufacturing.
- 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: Kalkaska micropolitan area Target entity description: The Kalkaska micropolitan area is a small U.S. Census-defined region in northern Michigan centered on the village of Kalkaska and its surrounding rural communities.
-
A.
Traverse City micropolitan area
The Traverse City micropolitan area is a U.S. Census-defined region in northwestern Michigan centered on Traverse City, encompassing surrounding communities that share its economic and social ties.
-
B.
Petoskey micropolitan area
The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
-
C.
Houghton micropolitan area
The Houghton micropolitan area is a small population center in Michigan’s Upper Peninsula centered around the city of Houghton and its surrounding communities.
-
D.
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.
-
E.
Kalamazoo-Portage Metropolitan Statistical Area
The Kalamazoo-Portage Metropolitan Statistical Area is a U.S. Census-defined region in southwestern Michigan centered on the cities of Kalamazoo and Portage, serving as a regional hub for education, healthcare, and manufacturing.
- 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_69d8b9f1a6d881909f024bc603111cdb |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48d271e4481909664897cb789fe4a |
completed | April 19, 2026, 8:07 a.m. |
Created at: April 10, 2026, 10:16 a.m.