Where does “Бағдат” come from?

Бағдат (Kazakh) comes from Classical Persian بغداد.

Ancestry of “Бағдат”, step by step

StepLanguageWordMeaning
1Classical Persianبغداد—
Every word from Classical Persian بغداد →