After a long search, I found a clear source I can site.
Louis Narens, Probabilistic Lattices (2015) in chapter 2 on page 29.
According to the text:
A partial ordering is one that is
- reflexive: $x \succsim x$
- transitive: $x \succsim y$ and $y \succsim z$ implies $x \succsim z$
- and anti-symmetric: if $x \succsim y$ and $y \succsim x$, then $x = y$
A weak ordering is one that is
- transitive (stated above)
- and connected: either $x \succsim y$ or $y \succsim x$.
A total ordering is one that is
- a weak ordering,
- and anti-symmetric (stated above).
"Note that a weak ordering is a partial ordering."