I was the same about the memorial building... Knew about Pearl Harbor for sure, but not about the memorial itself...
Even my father said that he finally understood what the white building on the ocean was which they always included in the H5O intro...
McGee & the party was a funny side-story! It showed that McGee cares about even random people!