Here's why:
* Adjectives describe nouns. "False" describes something as not genuine or true.
* Nouns are the names of people, places, things, or ideas.
Examples:
* False teeth (adjective describing "teeth")
* The false alarm (adjective describing "alarm")
* A lie is a false statement. (Here "lie" is the noun, "false" is the adjective describing it)