The past tense of take one's eye off the ball is took one's eye off the ball.
The third-person singular simple present indicative form of take one's eye off the ball is takes one's eye off the ball.
The present participle of take one's eye off the ball is taking one's eye off the ball.
The past participle of take one's eye off the ball is taken one's eye off the ball.
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