You are correct. Do you understand why, or did you guess? ;-)
Adverb phrases describe why something is done, or how, or where: they gave more information about the circumstance.
Here it's <span>C. During our second visit - it gives the information about when the relevant action happened. </span>
The girl wore her dress, although it was dirty from the day before.
