Stage 1: Input Stage 2: Rubric Paths Stage 3: Mitigation & Output 1x Answer See Threshold 2x Answers Compare Match Mismatch SimpleQA Question Closed Rubric Open Rubric Consistency Branch Judge Model Final Answer Abstention