ある はじめるようだ
arukihajimeru yōda

Ichidan Verb
Evidential Auxiliary

A more formal way to express appearance ("appears that...") of 歩き始める

1. Seems to begin walking.; Looks like it's starting to walk.

Appearance Evidence