Three businesses that have not only been around for more than a century but have also been paying dividends going back to the 1800s are Eli Lilly (NYSE: LLY), ExxonMobil (NYSE: XOM), and the Toronto-Dominion Bank (NYSE: TD). Healthcare giant Eli Lilly has been paying a dividend since 1885.