After do some research, suspected this could be an orphan mview log from previous upgrade.
Key tables to lookup for investigation are:
sys.slog$ (snaptime and snapid)
dba_regestered_mviews(mview_id)
dba_rgroups, dba_refresh_children( for those using refresh group)
Q:When mivew log is purged?
A: Only when all regiested mviews are refreshed, i.e check that all sys.slog$.snaptime are equal or before
From this practice, I also learned that if the refresh method is complete, no mview log is required.