Phelps - Phelps as a Name for your Baby Discussion about the name: Phelps and the meaning / origin is reviewed here. Name Origin: English Name Meaning: Son of Philip Name Gender: Male / Boy baby name Culture, Family, Travel & Consumer Reviews.