The Defence Secretary Bob Ainsworth -- who was deputy chief whip at the time of the vote in March 2003 -- said he was surprised by Mr Blair 's remarks , made in a BBC documentary , in which he said he believed it still would have been right to take military action even if it had been known at the time Saddam did not have WMD .