Acquaintance refers to knowing each other.
To start relationship individuals need to know each other well.
Two individuals might meet at some place and instantly hit it off. People feel attracted to each other and decide to enter into a relationship.
Common friends, social gatherings, same organizations also help people meet, break the ice, get acquainted with each other and start a relationship.