The most common Korean word for “that place” is 저기 (jeogi). There is one more word with a similar meaning — compare them below. 「that place」는 한국어로 저기.
that place
TOPIK 1 · pronoun
that place; there
TOPIK 2 · pronoun
Words and levels: TOPIK I essentials (National Institute of Korean Language standard curriculum, KOGL Type 1) · examples: Cheesepotato