I don't see how this is not possible using knowledge graphs? You retrieve the entity, Sharon, and the additional context you get will be the nodes and edges close to Sharon. After this it becomes the LLM's job because if it is not mentioned in the given context, it should let the prompter know "In the given context the occupation of Sharon could not be found".