We introduce the notion of a generalized semi-ideal in a ternary semiring. Various examples to establish relationships between ideals, bi-ideals, quasi-ideals and generalized semi-ideals are furnished. A criterion for a commutative ternary semiring without any divisor of zero to a ternary division semiring is given.