When Inspector Hansen is showing Florry photos of the murders, he is using photos of the REAL victims, but the photos he is showing her are of the murders that haven't happened yet.
The chalk graffiti was never photographed. Sir Charles Warren ordered it to be erased out of fear that it could cause a riot due to the Anti-Semitic feelings within the community.