"As the sun set" is known as a "sentence" this
[DOC] [TLE] Shorewood School District: Assign #1: Sent/Frag Wkst [PAR] If the expression is a sentence, write S on the blank; if it is a fragment, put F. ... 
As the sun set over Lake Michigan.