I just explain it as something that captures the idea of things being related to each other somehow. The things are the dots, and whatever relation you care about (“friends with”, “next to”, “has flight between”, “pairs well with for dinner”) are the lines between the dots. People usually get it when I explain it with things they’re familiar with, which often isn’t tech related.