The Short Version
The core idea is broadly correct: sustained money growth that outpaces real economic output is associated with higher inflation, especially over the long run. But the relationship is not mechanical in every period. Velocity, money demand, financial conditions, and policy regime can weaken or delay the effect, so the statement is accurate as a general tendency, not a universal short-run rule.