The bi-node-connected components are the classes of an equivalence relation on the edges of a undirected graph. Two edges are in the same class if they are on same circle.
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See https://lemon.cs.elte.hu/pub/doc/1.3.1/a00616.html#ga9d70526ab54e10b4b6fe3762af8675dd for more information.