Okay, so I underestimated the sheer volume of the negative SEO attack on this internet marketing blog.
Turns out, according to Ahrefs, that there is around 40,000+ backlinks.
This is definitely not a manual disavow action. I will just blanket disavow all links from 1st January. Suck on those eggs!