You can think of macroeconomic policy as having been trained on economic history, probably more so than any other hard-science discipline. The effect of the pandemic was ridiculously unlike any history on record, times a factor of 10.
The null hypothesis is that the inflation wave came and went. You won't find a credible economist that can prove otherwise.
Furthermore, the wave could not be avoided by any amount of conventional intervention, such as massive tightening. You'd have to get into war-time tools like price controls to manually constrain the massive shifts in supply and demand as people came in and out of the labor force, switched from demanding services to goods and back, etc.