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Beg somebody’s pardon
Formality Level
Used in formal situations to show respect, especially with strangers or elders. 
Sincerity Matters
Say it with genuine remorse to sound sincere in your apology, not just as a reflex. 
Not for Casual Apologies
Avoid using it for minor inconveniences or informal situations; it may seem too formal. 