Is a Canadian citizen / Cdn resident, who has worked in the US on a non-immigrant status all along, and accumulated enough Social Security work credits (10 eligible years or so), eligible to claim SS benefits from the US (at the appropriate claim age)?

I read the following link and I am not sure if it answers my question.

http://www.ssa.gov/international/Agreement_Pamphlets/canada.html

Thank you.

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Dimple2001