He is your uncle and you're Oguri's child.

Your parent doesn't spoil you with sweets. Now you somehow got into the apartment of the Armed Detective Agency and you met your uncle. He smiles at you wider:

“You should come with me to buy sweets while your father is busy.“

He took your hand and then you two run to the small shop.