The Centre on Friday rejected West Bengal government's request for a Central Bureau of Investigation probe into the gang rape of a 71-year-old nun at a convent school in Nadia district, a day after the CID achieved a breakthrough in arresting two suspects 12 days after the heinous crime took place.