Triple
T20089200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wayland Township, Allegan County, Michigan |
E496220
|
entity |
| Predicate | isPartOfRuralAreaOf |
P45725
|
FINISHED |
| Object | Grand Rapids–Kalamazoo–Battle Creek region (broadly defined) |
—
|
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: Grand Rapids–Kalamazoo–Battle Creek region (broadly defined) | Statement: [Wayland Township, Allegan County, Michigan, isPartOfRuralAreaOf, Grand Rapids–Kalamazoo–Battle Creek region (broadly defined)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Rapids–Kalamazoo–Battle Creek region (broadly defined) Context triple: [Wayland Township, Allegan County, Michigan, isPartOfRuralAreaOf, Grand Rapids–Kalamazoo–Battle Creek region (broadly defined)]
-
A.
Southwest Michigan region
The Southwest Michigan region is an area of Michigan known for its mid-sized cities, agricultural landscape, and proximity to Lake Michigan, encompassing communities such as Battle Creek, Kalamazoo, and surrounding counties.
-
B.
Kalamazoo–Battle Creek–Portage Combined Statistical Area
The Kalamazoo–Battle Creek–Portage Combined Statistical Area is a U.S. Census-defined region in southwestern Michigan that groups together the interconnected metropolitan areas centered on Kalamazoo, Battle Creek, and Portage for statistical and economic analysis.
-
C.
Grand Rapids–Kentwood–Muskegon combined statistical area
The Grand Rapids–Kentwood–Muskegon combined statistical area is a multi-county region in western Michigan centered on the cities of Grand Rapids, Kentwood, and Muskegon, used by the U.S. Census Bureau for statistical and economic analysis.
-
D.
West Michigan
chosen
West Michigan is a region of the U.S. state of Michigan along the eastern shore of Lake Michigan, known for its mid-sized cities like Grand Rapids, manufacturing base, and scenic lakeshore communities.
-
E.
Grand Rapids metropolitan area
The Grand Rapids metropolitan area is a populous urban region in western Michigan centered on the city of Grand Rapids and its surrounding communities, known for its diverse economy, cultural institutions, and outdoor recreation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isPartOfRuralAreaOf Context triple: [Wayland Township, Allegan County, Michigan, isPartOfRuralAreaOf, Grand Rapids–Kalamazoo–Battle Creek region (broadly defined)]
-
A.
isInRuralAreaOf
chosen
Indicates that one entity is located within the rural area or countryside region associated with another entity.
-
B.
isRuralDistrictOf
Indicates that one administrative area is a rural district that belongs to or is governed as part of another, typically larger, administrative unit.
-
C.
hasRuralArea
Indicates that an entity includes, is associated with, or contains a countryside or sparsely populated geographic area.
-
D.
hasRuralLocality
Indicates that an entity possesses, includes, or is associated with a rural locality (such as a village, hamlet, or countryside settlement) within its scope or jurisdiction.
-
E.
isRuralMunicipalityOf
Indicates that one entity is a rural municipality that is administratively or geographically part of, or governed by, another entity.
- F. None of above.
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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6655d65a88190a510132f36341b6c |
completed | April 20, 2026, 5:41 p.m. |
| PD | Predicate disambiguation | batch_69e54cf369b88190931532420517dac7 |
completed | April 19, 2026, 9:45 p.m. |
Created at: April 11, 2026, 11:18 p.m.