Many thanks to @Jpatton88 who shared a photo that he took with Keanu Reeves in CHicago several years ago. I asked by tweet if it was taken during The Lake House shoot. He replied that the photo was taken in 2005 so the timeline fits with film shoot. You can view the photo on his FB page.