The Singapore visa application (Form 14A / e-Service) does not ask for "prefecture of origin." Required fields:
"Prefecture" is a Japanese/Chinese/French administrative unit. If you're applying from a country that uses prefectures (e.g., Japan, China, France), enter your city/province in the "Place of Birth" or "Residential Address" field as appropriate.