Green’s Dictionary of Slang

coarse one n.

also coarse note

(US Und.) a large-denomination dollar bill, esp. when used to impress a confidence man’s potential victim.

[US]D. Runyon ‘Pick the Winner’ in Runyon on Broadway (1954) 319: Large coarse notes are so scarce in Miami.
[US]D. Maurer Big Con 94: The cashier always has a ready stack of ‘coarse ones’.