Triple
T374262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon, Michigan |
E8335
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object | Muskegon County |
E54870
|
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 County | Statement: [Muskegon, Michigan, county, Muskegon County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muskegon County Context triple: [Muskegon, Michigan, county, Muskegon County]
-
A.
Muskegon County, Michigan
chosen
Muskegon County, Michigan is a county on the eastern shore of Lake Michigan known for its port city of Muskegon, industrial history, and lakeshore recreation.
-
B.
Grand Traverse County, Michigan
Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
-
C.
Kalamazoo County, Michigan
Kalamazoo County, Michigan is a county in the southwestern part of the state known for the city of Kalamazoo, its educational institutions, and a mix of urban and agricultural areas.
-
D.
Kent County, Michigan
Kent County, Michigan is a populous county in western Michigan best known for encompassing the city of Grand Rapids, a major regional economic and cultural center.
-
E.
Marquette County, Michigan
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
- 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_69a2e7f2ec648190b42bc7db424f8109 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec13b9b48190b294d998c6720132 |
completed | Feb. 28, 2026, 1:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a447f8fac481909c4848ca9b789bc3 |
completed | March 1, 2026, 2:06 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.