sentences:  The 223-0/223-2500 sees regular service on the Osaka Loop Line, Hanwa Line (and Kansai Airport Line), and the Kisei Main Line.They are typically operated in 4+4-car formations, uncoupled at Hineno.In May 2018, set HE401 was refurbished, and began test running later on the same month.