Step 1: Concept A Pourbaix diagram plots potential (E) vs. pH, showing stable phases of a metal.
Step 2: Meaning Horizontal lines represent pH-independent reactions (no $H^+$ involved), while sloped lines represent pH-dependent reactions.
Step 3: Analysis The reaction $Fe^{3+} + e^- \rightarrow Fe^{2+}$ involves only electrons, so its potential is a horizontal line (independent of pH). However, the reduction of $Fe(OH)_3$ to $Fe(OH)_2$ (Option D) explicitly consumes $H^+$ ions. According to the Nernst equation, any reaction involving $H^+$ must change potential as pH changes.
Step 4: Conclusion Therefore, statement (D) is incorrect because the reaction is actually dependent on pH.
Final Answer: (D)