This paper reports recent experimental work in the development and refinement of the first order theorem prover Scott-5. This is descended from the Scott (Semantically Constrained Otter) prover (see Proc. IJCAI 1993, pp. 109–114) and uses the same combination of a saturation-based theorem prover and a finite domain constraint solver,
but the architecture of Scott-5 is radically different from that of its ancestor. Here we briefly outline semantic guidance as it occurs in Scott-5, and give experimental evidence of an improvement in performance (in terms of efficiency) that we attribute to the guidance
strategy.