Complex sentence: The first murders took place after the premises had been locked up, according to witnesses interviewed afterwards so the murderer (s) must have already been hiding inside.
Split into simpler sentences: The first murders took place after the premises had been locked up, according to witnesses interviewed afterwards. So the murderer (s) must have already been hiding inside.