We think the result was related to the right-heavy binary conversion of RST trees: RST trees with multi-nuclear relations were transformed into binary trees beforehand by applying the right-heavy branching procedure.
rB obtains better scores when the number of documents whose rST trees contain the multi-nuclear relations is larger.