As stated, you're going to get slightly different answers depending on folks' point of view.
When people speak of "getting saved" they usually mean what we would call "conversion" ... beginning to believe in Jesus Christ as the Son of God and that He died on the cross and was resurrected on the third day, making a way for death to be defeated and man to be reconciled to God. Conversion is the first (and very necessary) step.
"Sanctification" is not a very precise term. To be sanctified is to be set apart for a holy purpose. We are actually set apart by our conversion. Most people when they use the term mean to be made (more) holy, particularly in the way they live.
We tend to call that "purification" - which is a stage and a process. It happens by degrees, and can only be accomplished with the help of the grace of God through the Holy Spirit, which we must cooperate with that grace in order to be purified. This happens in many different ways. Our experience of it is to sin less - not only overt sins which should (ideally) quickly disappear, but also we should no longer sin with the tongue, and our thoughts become more like Christ and our attitudes and desires are slowly healed as well. Like I said, it happens by degrees, and tends to take a long time. As a new Christian, we are often not even aware that some of our actions, words, or thoughts are sinful, but the more like Christ we become, the more sensitive we are to finer degrees of sin. If we cooperate with God, we continue to be transformed to slowly restore both the image and likeness to Christ which God intended for mankind.
All of this is part of salvation. (But I'm not saying a person must be perfected before they die in order to "be saved".)