Triple
T22086565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Muskegon, Michigan |
E545791
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Muskegon metropolitan area |
E909065
|
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: Muskegon metropolitan area | Statement: [North Muskegon, Michigan, partOf, Muskegon metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muskegon metropolitan area Context triple: [North Muskegon, Michigan, partOf, Muskegon metropolitan area]
-
A.
Muskegon metropolitan area
chosen
The Muskegon metropolitan area is a regional urban and economic hub in western Michigan centered on the city of Muskegon along the eastern shore of Lake Michigan.
-
B.
Benton Harbor–St. Joseph metropolitan area
The Benton Harbor–St. Joseph metropolitan area is a small urban region in southwestern Michigan centered on the twin cities of Benton Harbor and St. Joseph along the shore of Lake Michigan.
-
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.
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.
-
E.
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.
- 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_69e11e3523488190badd54b5d580c00d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f128e2e3108190883199f272756e4e |
completed | April 28, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a80bfbd8c81908bab31f3f5f04365 |
completed | May 18, 2026, 3 a.m. |
Created at: April 16, 2026, 8:29 p.m.