UCCLE, Belgium—U.S. elections not crazy enough for you? Come to Belgium.

Two years ago, a general election brought the country close to splitting, and it took a world-record 18 months to form a federal government.

Now, Belgium faces local elections on Sunday: More than 50,000 candidates are in the running to be mayors and local councilors...