I'm not a parent but a teacher who has encountered similar things with students. This won't work in all the situations you described but you can try giving them affirmation by telling them they are very creative for coming up with cool ideas or stories. This can provide positive attention without conceding the point.
Also for some things like ice cream not being cold, you get explore the idea with them. Cold is, in fact, not a thing, it is just a lack of heat.
Your questions might cause some bias with your sample when it comes to older individuals and higher earners. Your highest income bracket isn't much higher than the average hourly wage.