While watching this just now I realized neither the police or Blanc checked the phone records.

If they had they'd have seen the 911 call around 11:35 to 11:40 and realize what might have happened. Then again in real life the 911 call person would have called the number back to make sure things are okay. It's fine. It has been in mystery type movies before like the Fugitive.