I dont know if you need a graphdb in particular but there are likely explicit relationships or entities to resolve to eachother that you’d want to add that aren’t known by a general model about your use case. For example if you are personalizing an assistant maybe you need to represent that “John” in the contacts app is the same as “Jdubs” in Instagram and is this person’s husband.