Along with 'lord', as identified by phoog's outstanding solution, there is an additional male counterpart to your appellation of 'lady': 'gentleman'. The two of such titles refered to associates of your petty nobility, which little by little came to check with associates of the very well-mannered upper class generally: a rich man was a gentlema