The "algorithm" is kinda backwards. Like, you need something besides the connection you have with a person to indicate to you the status and nature of that connection?

Yeah I just went and pruned my contacts, dozens of people from high school and college I'm 100% certain I'll never be in touch with again, but i remember who each of them was from the name.