Explanation

Liaquat Ali Khan is considered the longest serving PM among the options provided based on historical context. Yousuf Raza Gillani served for a shorter period than Liaquat Ali Khan's tenure. Mian Muhammad Nawaz Sharif has served multiple terms but not as long as Liaquat Ali Khan in this comparison. Muhammad Ali Bogra's term was significantly shorter compared to Liaquat Ali Khan.