Chain-stitch meaning : An ornamental stitch like the links of a chain, used in crocheting, sewing, and embroidery. (machine sewing) A stitch in which the looping of the thread or threads forms a chain on the underside of the work; the loop stitch, as distinguished from the lock stitch.