Pureblood? Not in canon
In 2001 Rowling flashed a notebook during a BBC interview that showed her notes on the students in Harry Potter's year and Lavender is noted as being a Pureblood in Gryffindor House. Lavender's ancestry cannot be considered canon until Jo reconfirms it, however, because the notes conflict in too many places with the stories as they were actually published.