It sound like the speaker is talking about somebody that they used to see on a regular basis and then didn't see for years before then seeing him again. I think the Past perfect makes it sound more of a habit (he used to see him regularly). The invervening years are the period where the speaker didn't see the man, rather than the year until the narration.
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