Test 4: Validating duplicate detection... Found 7 duplicate groups: - Alice Johnson: 2 duplicate(s) - Emma Wilson: 2 duplicate(s) - Frank Brown: 2 duplicate(s) - Henry Davis: 2 duplicate(s) - Jack Anderson: 2 duplicate(s) - John Smith: 2 duplicate(s) - Thomas Clark: 1 duplicate(s) WARNING: 'Sarah Johnson' has 2 duplicates, expected 1 WARNING: 'Michael Brown' has 2 duplicates, expected 1 WARNING: 'Jennifer Davis' has 2 duplicates, expected 1 WARNING: 'Robert Wilson' has 2 duplicates, expected 1 WARNING: 'Lisa Anderson' has 2 duplicates, expected 1 ✓ All expected duplicate groups found WARNING: Unusual match reason: 'name_and_phone' (not in standard list) WARNING: Unusual match reason: 'email_and_name_and_phone' (not in standard list) ✓ Match reasons look reasonable SUCCESS: Duplicate detection validated!