Take another look at the sentence:
The second verb, buyed, is incorrect. The sentence requires the simple past of buy, an irregular verb; the correct form is bought. Buyed is a spelling error.
|Verb||Simple Present||Simple Past||Past Participle|
Had forgotten, the verb you chose, is perfectly correct. Before you continue, review the rules for irregular verbs.