Here is the paper that Gerhard remembered, which doesn't answer the question as posed, but does answer a related question:
Jeff Erickson and Scott Kim, "Arbitrarily large neighborly families of congruent symmetric convex 3-polytopes," 2003. (link)
That their paper does not mention ellipsoids might be taken as indirect evidence that the posed question may not yet have been answered a decade ago.
