Complex sentence: Determined to prevent this they set up a blockade and prepare to open fire on the cult if they do not desist, the party-goers inside unaware of their presence.
Split into simpler sentences: Determined to prevent this, they set up a blockade and prepare to open fire on the cult if they do not desist. The party-goers inside unaware of their presence.