Complex sentence: Because conditions were intolerable, secret preparations were made to leave "Mbwa", which according to some oral tradition sources was located in present day Yemen.
Split into simpler sentences: Because conditions were intolerable, secret preparations were made to leave "Mbwa". According to some oral tradition sources was located in present day Yemen.