A new paper on arXiv addresses the inverse problem of preference-based argumentation frameworks. It determines if a specific preference relation can produce a desired labelling for a given argumentation graph. This incremental research aids preference elicitation and explainability. Practitioners can now verify if specific outcomes are reachable via preference-based reductions.