Caligo itself (Without branching) is the result of Full Nox Unda Corruption.
Nox Unda is a giant spectrum of corruption. These races depends on what kind of corruption they have been hit with.
Note: Nox Unda itself is inherently bad, but those affected by it are not always bad.