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Pass away
Euphemistic Expression
Used to softly express the fact someone has died, often to be more sensitive or respectful. 
Cultural Sensitivity
In some cultures, direct mentions of death are avoided, so 'pass away' can be a more acceptable choice. 
Not for Animals
While it can be used for pets, 'pass away' is usually reserved for humans. 