Abstracted, forgetful person (12)
I believe the answer is:
scatterbrain
(Other definitions for scatterbrain that I've seen before include "I'll forget" , "Flighty and disorganised person" , "Dippy type" , "Person unable to think clearly" , "One who cannot concentrate" .)