The alleged attacker is not thought to have been known to the footballer.
Sterling went on to score twice in City's 4-1 victory over Tottenham and the alleged incident was not mentioned in manager Pep Guardiola's post-match press conference.
Sterling's two goals put him above Sergio Aguero as the club's top goalscorer this season.