Is the sentence $a$ independent of the set $A$?
$a=\{$All philosophers are either obscure or shallow$\}$
$A=\{$All philosophers are either rationalists or empiricists; some rationalists are obscure; some empiricists are shallow$\}$
$A=\{ \forall x\, [Px \rightarrow (Rx \vee Ex)]$; $\exists x\, [Rx\ \&\ Ox]$; $\exists x\, [Ex\ \&\ Sx] \}$
$a=\{$ $\forall$x $[$Px $\rightarrow$ (Ox $\vee$ Sx)$]$ $\}$
With true premise and a false conclusion, the inference of $A$ to $a$ is invalid.
With true premise and a true conclusion, negating $a$, the inference of $A$ to $\neg a$ is invalid.
Since $A \cup a$ and $A \cup \neg a$ are both invalid, the the sentence $a$ is thus independent from the set $A$.