  In transport, the topological Hall effect (THE) presents itself as
non-monotonic features (or humps and dips) in the Hall signal and is widely
interpreted as a sign of chiral spin textures, like magnetic skyrmions.
However, when anomalous Hall effect (AHE) is also present, the co-existence of
two AHEs could give rise to similar artifacts, making it difficult to
distinguish between genuine THE with AHE and two-component AHE. Here we confirm
genuine THE with AHE by means of transport and magneto-optical Kerr effect
(MOKE) microscopy, in which magnetic skyrmions are directly observed, and find
that genuine THE occurs in the transition region of the AHE. In sharp contrast,
the artifact "THE", or two-component AHE occurs well beyond the saturation of
the "AHE component" (under the false assumption of THE+AHE). Furthermore, we
distinguish artifact "THE" from genuine THE by three methods: 1. Minor loops,
2. Temperature dependence, 3. Gate dependence. Minor loops of genuine THE with
AHE are always within the full loop, while minor loops of the artifact "THE"
may reveal a single loop that cannot fit into the "AHE component". Besides, the
temperature or gate dependence of the artifact "THE" may also be accompanied by
a polarity change of the "AHE component", as the non-monotonic features vanish,
while the temperature dependence of genuine THE with AHE reveals no such
change. Our work may help future researchers to exercise cautions and use these
methods to examine carefully in order to ascertain genuine THE.
