Test 4: Validating duplicate detection... Found 10 duplicate groups: - J. Smith: 2 duplicate(s) - John Smith: 0 duplicate(s) - Sarah Johnson: 1 duplicate(s) - M. Brown: 0 duplicate(s) - Michael Brown: 0 duplicate(s) - Jennifer Davis: 1 duplicate(s) - Robert Wilson: 0 duplicate(s) - Lisa Anderson: 1 duplicate(s) - T. Clark: 0 duplicate(s) - Thomas Clark: 0 duplicate(s) WARNING: 'Michael Brown' has 0 duplicates, expected 1 WARNING: 'Robert Wilson' has 0 duplicates, expected 1 ✓ All expected duplicate groups found WARNING: Unusual match reason: '' (not in standard list) WARNING: Unusual match reason: '' (not in standard list) WARNING: Unusual match reason: '' (not in standard list) WARNING: Unusual match reason: '' (not in standard list) WARNING: Unusual match reason: '' (not in standard list) WARNING: Unusual match reason: '' (not in standard list) ✓ Match reasons look reasonable SUCCESS: Duplicate detection validated!