Test 4: Validating duplicate detection... Found 5 duplicate groups: - John Smith: 1 duplicate(s) - Michael Brown: 1 duplicate(s) - Jennifer Davis: 1 duplicate(s) - Lisa Anderson: 1 duplicate(s) - Thomas Clark: 1 duplicate(s) WARNING: 'John Smith' has 1 duplicates, expected 2 ERROR: Expected duplicate group for 'Sarah Johnson' not found ERROR: Expected duplicate group for 'Robert Wilson' not found ERROR: Missing 2 expected duplicate groups