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They are based off creatures in oriental mythologies.
Entei is one of those lions statues you often see in Asian temples
Raikou is a Raiju, a thunder beast that often appears as a tiger
Suicune is a Kirin, a chimeric beast that has parts of different animals
For the record, Ho-oh is a Fenghuang, a mythical fire bird.