Complex sentence: Police had not confirmed whether they had arrested or located the suspect by 8:50pm and they blockaded the scene for investigation.
Split into simpler sentences: Police had not confirmed whether they had arrested or located the suspect by 8:50pm. They had blockaded the scene for investigation.