What software is contained in a Linux distribution?

The full operating system, including the kernel, package manager, GNU tools and libraries, documentation, a GUI, and other software.

Optional software that sits on top of the kernel and includes package management and a GUI.

A repository of optional software available to install via the package management system.

A specially modified kernel designed to perform one task extremely well.