It was chosed against SHA512 because it offers 2 major advantages:

1. readily available in libxcrypt
2. stronger resilience towards password cracking attempts over SHA512

https://archlinux.org/news/changes-to-default-password-hashing-algorithm-and-umask-settings/

https://github.com/openwall/yescrypt