Round 4

Round UUID: 3fc2da89-f5d5-4850-be6f-c68e69fa2964

Prompt:

Classify an entity as a DoubleAgent using the following comprehensive and precise criteria:

DoubleAgent Classification Rules:
1. Primary Criteria:
   - If SecretHandshakeQuality > 65 AND AccentThickness < 35, classify as DoubleAgent
   - If SecretHandshakeQuality > 75 AND AccentThickness < 40, classify as DoubleAgent

2. Compensatory Criteria for Low-Signal DoubleAgents:
   - If SecretHandshakeQuality is between 55-65:
     * Classify as DoubleAgent if AccentThickness is exceptionally low (< 22)
     * Requires additional evidence of covert behavior
   
   - Special Low-Signal DoubleAgent Condition:
     * If SecretHandshakeQuality is between 55-60 AND AccentThickness < 25, classify as DoubleAgent
     * This captures previously missed subtle double agent indicators

3. Borderline Exclusion Criteria:
   - Do NOT classify as DoubleAgent if:
     * SecretHandshakeQuality is between 65-70 AND AccentThickness is between 33-37
     * This prevents over-classification of borderline cases

Loyal Classification Rules:
1. Primary Criteria:
   - If AccentThickness > 50, classify as Loyal
   - If SecretHandshakeQuality < 60, classify as Loyal

2. Secondary Criteria:
   - If SecretHandshakeQuality is between 60-70:
     * Classify as Loyal if AccentThickness > 40
     * Requires clear separation from potential DoubleAgent characteristics

Additional Guidance:
- Carefully evaluate the subtle interplay between SecretHandshakeQuality and AccentThickness
- Prioritize precise identification over broad categorization
- Look for clear, distinguishing patterns of covert or straightforward allegiance

Rationale: This enhanced classification method provides more nuanced detection of DoubleAgents, particularly for low-signal scenarios, while maintaining strict criteria to prevent over-classification.