> Political elites tend to be highly coherent
Coherence might not the word you're looking for. The policies of political parties and groups are born out of historical circumstances and the diverse coalitions they represent. Political elites are "coherent" in the sense that you can expect them to consistently follow the party line, and thus infer all of their views just by knowing one of their views.
The party line, i.e. platform of the Democratic and Republican parties, or any other large political party in the world, is, by itself, nothing coherent though. Many of their policies and claims do not make any more sense besides each other than they would make against each other. Realignments on issues are pretty common across the world. What is left-wing in one part of the world at one point of time might be rightist across space and time.
This is a difference in the subject of coherence.
Logical coherence refers to the variation and predictive power of the reasoning.
Coherence can also be used to describe the variability and predictability of positions or states themselves.
If you measure the characteristics of some photons in a coherent laser, you know what the other photons are doing. They are predictable using a model.
Logic is a poor predictive model for politics. Tribe identification is a strong predictive model for politics
> Coherence might not the word you're looking for
Ideological and political coherence are the terms of art [1].
[1] https://pmc.ncbi.nlm.nih.gov/articles/PMC8827732/