The best tip for stopping Winsor & Newton Calligraphy Ink from bleeding is to use good quality watercolour or cartridge paper.
If you’re using handmade paper, it’s recommended that the paper is sized. It is also possible to use Lifting Preparation medium, stretching the paper first if necessary.