... or more specifically is there a particular name for a verb in the past tense? for example the train has arrived, whereas the process of achieving the state would be to arrive
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"Has arrived" is simply an example of the present perfect tense. If that's not what you were after, you'll need to clarify your question a bit.
I think you're talking about the past participle. Example: to learn -> learned, to break -> broken.