Original: When the majority of communities in Duval County consolidated with Jacksonville , Florida in 1968 , Atlantic Beach , along with Jacksonville Beach , Neptune Beach , and Baldwin , Florida , remained quasi-independent .
Simplified: Atlantic Beach is a city in Duval County , Florida , United States .