We show that the termination of Mohri's algorithm is decidable for polynomially ambiguous weighted finite automata over the tropical
semiring which gives a partial answer to a question by Mohri [29].
The proof relies on an improvement of the notion of the twins property and a Burnside type characterization for the finiteness of the set of states produced by Mohri's algorithm.