Could you maybe provide more info about the rock, particularly where it is located? That may add more context.

At its most basic level, the rock commemorates the conclusion of the Convention of Kanagawa between the US and Japan on March 31, 1854. This opened some Japanese ports to American traders, among other things. Maybe an expert in the area could provide more info.