See #4078 (comment)
Most conda packages, if not mentioned belong from the defaults channel, and if it's from a different channel it is mentioned when listing the dependency, like: conda-forge::numpy
But sometimes this can be an organisation, and sometimes these are even explixit repo URLs too.