Let \(R=\mathbb {K}[x_1,\ldots ,x_n]\) be the polynomial ring over a field \(\mathbb {K}\) , and let \(I\subseteq R\) be the t-path ideal of the line graph \(L_n\) with n-vertices. It is shown that the set of associated prime ideals of \(I^s\) is equal to the set of minimal prime ideals of I for all \(s\ge 1\) , and we provide an explicit description of these prime ideals. Additionally, as the main contribution of this paper, we derive an explicit formula for the multiplicity of \(R/I^s\) for all \(s\ge 1\) , revealing that it is a polynomial in s from the beginning.