Let be the set of all integers. A graph is a prime distance graph if there exists an injective function such that for any two adjacent vertices and , the integer is a prime. So is a prime distance graph if and only if there exists a prime distance labeling of . If the edge labels of are also distinct, then is called a distinct prime distance labeling of and is called a distinct prime distance graph. The generalized Petersen graphs are defined to be a graph on vertices with and , subscripts modulo . In this paper, we show that the generalized Petersen graphs permit a prime distance labeling for all even and conjecture that and admit a prime distance labeling for any and all odd , respectively. We also prove that the cycle admits a distinct prime distance labeling for all , besides establishing the prime distance labeling for some graphs.