The pipes I can see in the basement are generally painted white. Some have
some odd insulation wrap that must be 30 years old.. A few seem to .. I
dunno, be plastered over? Very odd stuff, but what do I know.

In a house that old the "plaster stuff" you're looking at might be old
asbestos insulation, I think the flaky stuff you want to avoid
disturbing.