This diagram shows how the Reverse Analyzer decomposes a fully
formed Arabic or Latin token back into its grammatical components.
Conceptually, it walks the forward pipeline in reverse.
Key idea: the Reverse Analyzer does not “guess randomly”.
It removes layers in a deterministic order, mirroring the forward pipeline:
particles → article → suffixes → stem → form → root.