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Dynasty
Historical Usage
Often used in historical contexts, relating to periods of rule in countries, especially in Asia and Europe. 
Longevity Implied
Implies the family ruled for a considerable time, not just a brief period. 
Heredity Highlighted
Focuses on the succession of power within the same lineage, often hereditary. 