A connection is made between complete homogeneous symmetric polynomials in Jucys-Murphy elements and the unitary Weingarten function from random matrix theory. In particular we show that the complete homogeneous symmetric polynomial of degree in the JM elements, coincides with the th term in the asymptotic expansion of the Weingarten function. We use this connection to determine precisely which conjugacy classes occur in the class basis resolution of and to explicitly determine the coefficients of the classes of minimal height when These coefficients, which turn out to be products of Catalan numbers, are governed by the Moebius function of the non-crossing partition lattice

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