Each character appears to get a weapon named after them. Quite often, it seems to be a weapon that is quite useful for the named character to use. e.g. Subaki's Pike. It's the primary weapon type of his starting class and benefits characters with high skill, and he has high skill.
That's all well and good, but then what gives with Ryoma's Club? He can't even use clubs in his starting class...