Your question is Near Real-Time Duplicate Identity Merging. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Given a stream of customer events, design an algorithm to detect and merge duplicate identities in near real time at Acxiom.