Player position mismatch with /execute on stairs

How to reproduce

Run this in a repeating command block:

/execute @a ~ ~ ~ say @s[r=0.1]

It should continually say your player name.
Now walk up some stairs.
Your name was skipped a couple times, implying the player wasn't at the player's position (huh?!)