The energetic feedback that is generated by radio jets in active galactic nuclei (AGNs) has been suggested to be able to produce fast outflows of atomic hydrogen (H I) gas, which can be studied in absorption at high spatial resolution. We have used the Very Large Array (VLA) and a global very long baseline interferometry (VLBI) array to locate and study in detail the HI outflow discovered with the Westerbork Synthesis Radio Telescope (WSRT) in the restarted radio galaxy 3C 236. Based on the VLA data, we confirm a blueshifted wing of the HI with a width of similar to 1000 km s(-1). This HI outflow is partially recovered by the VLBI observation. In particular, we detect four clouds with masses of 0.28 - 1.5 x 10(4) M-circle dot with VLBI that...