A linguistic variable is a variable whose values are not numbers but words or sentences in natural or artificial language, often used in the context of fuzzy logic to handle imprecision and reasoning that resembles human thought processes. It allows for the representation of concepts that are not easily quantifiable, such as 'tall', 'hot', or 'fast', by using fuzzy sets to define their meanings in a flexible and context-dependent manner.