In her book, Socially Undocumented: Identity and Immigration Justice, Amy Reed-Sandoval discloses and criticizes a kind of oppression that is uniquely suffered by a group she identifies as "socially undocumented." The problem with her account is not with the identification of this group nor in her conclusions or recommendations, but in taking an overly constrained version of liberalism as her starting point. This non-radical version of liberalism does not have the necessary resources to properly recognize as unjust the kind of oppression that Reed-Sandoval is most concerned with. I therefore argue in this essay that in order to properly recognize this kind of oppression as unjust, one must either subscribe to a “Goldilocks” version of liberalism or rely on a political theory that gets beyond liberalism.