It is very simple. The second son is the murder. The detective said his father was shot by a gun. Obviously the detective wanted to seal the details of the crime scene. But the second son said he did not have such strength to kill his father by beating him to death. It indicates the second son knew exactly what really happened and what was the real cause of his father's death.