Meaning: Their desire to know more made them go near the mysterious thing.
Choice of Words: "Curiosity" is the desire to know or learn something. "Lured" means to tempt or attract someone with something desirable. "Them" refers to a group of people or things. "Closer" means nearer in distance or time.