'J'ai oublié le mot pour' is correct. 'J'ai' (I have) is the proper auxiliary verb with 'oublié' (past participle of oublier), and 'le mot' uses the masculine article. Options A and B incorrectly use 'la' (feminine article) or 'suis' (am, wrong auxiliary).