A good explanation would ideally also decompose into cognitive chunks (Doshi-Velez and Kim, 2017): basic units of explanation which are a priori bounded in size.
we seek a framework that naturally decomposes an explanation into (potentially several) explaining components, each of which justifies, from the perspective of the black-box model, parts of the output relative to the parts of the input.