You Do Need power plug adapter while traveling from Japan to Chile.

Here is Why You Need An Adapter

The outlet and plug type used in Chile are C and L and in Japan are A and B. This is how they look like.

Japan

In Japan, outlets of type A and B are in use.

Type A

Type B

Chile

In Chile, outlets of type C and L are in use.

Type C

Type L