Here's why:
* Common nouns refer to general, everyday things. They are not capitalized unless they are the first word in a sentence.
* Proper nouns refer to specific people, places, or things. They are always capitalized.
Since "lighthouse" refers to a general type of structure, not a specific one, it is a common noun.