Here's why:
* Luna Park is a specific name for a particular amusement park. It's a proper noun.
* Amusement park is a general term for a place with rides, games, and entertainment. It's a common noun.
So, while "Luna Park" is a specific place, "amusement park" is the general category it belongs to.