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[Music] hi Im Jeff Jonas the founder and CEO of stenzing I have spent at least 30 hours creating this visual to explain entity resolution I think of it as in slow motion because whats really happening is thousands of Records a second entity resolution decisions are being made what Im going to do here is Im going to explain step by step call it a deep dive about whats happening behind the scenes what kind of decisions are being made and Ill tell you what its easier said than done so many people think it would be so easy to do energy resolution and so many of these moves Im about to show you are super expensive to make entity resolution due in real time but lets get started okay take a look at these three records what do you think would become of these three records or is it going to become three different people is it one is it one person does it turn into two people now only less than one in a thousand people will get this right over these next 10 moves so you might want to p