I assume the relevant profile in your question is your grandfather William Clarence Smith.
Please see the following 1880 Census record found at FamilySearch:
Your great-grandparents family is listed at the very bottom of the original document.
John Otis was older than Katherine Alice according to the record and your great-grandfather was from IL.
I hope this record helps in your search.