Khashoggi, who has been living in self-exile in the US, entered the consulate's premises at around 1pm (10:00 GMT) then disappeared, according to the Arab21 news website.
According to two Turkish officials, the journalist remains inside the consulate, Reuters reported on Wednesday. Al Jazeera's Nastasya Tay has more.