Lully You are so right it was Dylan and the song is She Belongs to Me,from Bring it all Home LP which I have got somewhere in the loft. Next one folks.: Come Right Back (by a group with a difference at the time)
Only know because for years I sang it wrongly. I thought it was "my green seagull turn a deeper blue" It's actually "my green sea go turn a deeper blue"