Is your grandfather Albert Cornwell b1888? If so, then I suggest that he probably joined in 1918/1919 after the end of WW1.
If it was the Cambridgeshire police, or the then City of Cambridge force, I think Cambridgeshire Record Office would be the place to go.If it was another force, then try the appropriate record office.