Water-Pokémon have origins across the globe, from various Pokémon based on yokai to being inspired by more western mythology.
You can buy the Water Jade Pill in Chapter 2 from Xu Dog after opening the Crouching Tiger Temple basement, which happens after defeating the Tiger Vanguard. As you explore this zone, you'll find ...