Extracting quasi-normal modes from compact binary mergers to perform black
hole spectroscopy is one of the fundamental pillars in current and future
strong-gravity tests. Among the most remarkable findings of recent works is
that including a large number of overtones not only reduces the mismatch of the
fitted ringdown but also allows one to extract black hole parameters from a
ringdown analysis that goes well within the non-linear merger part. At the same
time, it is well understood that several details of the ringdown analysis have
important consequences for the question of whether overtones are present or
not, and subsequently, to what extent one can claim to perform black hole
spectroscopy. To clarify and tackle some aspects of overtone fitting, we
revisit the clearer problem of wave propagation in the scalar Regge-Wheeler and
P\"oschl-Teller potentials. This set-up, which is to some extent qualitatively
very similar to the non-linear merger-ringdown regime, indicates that using
even an approximate model for the overtones yields an improved extraction of
the black hole mass at early ringdown times. We find that the relevant
parameter is the number of included modes rather than using the correct model
for the overtones themselves. This further adds evidence to the proposal that
large overtone numbers may instead remove non-quasi-normal mode contributions
that are relevant at early times of a ringdown, but do not necessarily
correspond to the physical excitation of modes of the system.Comment: 9 pages, 9 figure