President Trump claimed that the New York mayoral candidate, a naturalized U.S. citizen, was “here illegally,” his latest effort to promote false conspiracy theories about political opponents.

Mr. Morris, a founder of a waste and recycling business, describes himself as the only political outsider in the field and an unwavering supporter of President Trump.