Complex sentence: The police finally arrive (brought by Pete and Harlan) after the danger has subsided, having not believed the stories of the spiders, instead believing Harlan's alternate story of invading extraterrestrials.
Split into simpler sentences: The police finally arrive (brought by Pete and Harlan) after the danger has subsided. The authorities end up believing Harlan's alternate story of invading extraterrestrials.