Is stated an abstract noun

No, the Word 'stated' is not a noun. Stated is the past participle, past tense of the verb to state (states, stating, stated). Example: He stated his opinion.

The past participle of the verb is also an adjective: His stated opinion was recorded.

The noun forms for the verb to state are statement and the gerund, stating.