As a native English speaker there are words there that I've never seen and others were I would not know the original adjective. In wiktionary, you can click them see etymology, here https://en.wiktionary.org/wiki/-th#English
For example, apparently "filth" comes from the equivalent of "foul".
> As a foreigner I’m curious what the original adjective was for filth, length, ruth, wealthy, wrath
Looked the ones I didn't know the adjectives of up on wiktionary: foul, long, rue, possibly the archaic "wele" (but there are multiple etymological paths), and basically "wrath" but pronounced slightly differently going back thousands of years.
(As a foreigner I’m curious what the original adjective was for filth, length, ruth, wealthy, wrath).