Yes. The Proper officer can reject the Application for registration in Form GST REG 05, if after filling the Application of registration in Form GST REG 01 the proper officer issued notice in Form GST REG 03 for further clarification and no response or no satisfactory response is given by the applicant.
(ICAI FAQ PUBLICATIONS 06-09-2017 REGISTRATION: FAQ NO. 9)