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gretel-pii-ready/evaluations/bert_plus_crf/eval_summary.json

@@ -9,35 +9,35 @@
     999
   ],
   "max_samples_per_seed": 1000,
-  "avg_precision": 0.9564,
-  "avg_recall": 0.9574,
-  "avg_f1": 0.9562,
+  "avg_precision": 0.9686,
+  "avg_recall": 0.9681,
+  "avg_f1": 0.9681,
   "per_seed": {
     "42": {
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-      "recall": 0.9561,
-      "f1": 0.9543
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     "123": {
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-      "f1": 0.9617
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     "456": {
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-      "f1": 0.9566
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     "789": {
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-      "f1": 0.9556
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     "999": {
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+      "f1": 0.967
     }
   },
-  "timestamp": "2026-04-05T16:29:25.505661"
+  "timestamp": "2026-04-06T03:28:52.787433"
 }

gretel-pii-ready/evaluations/bert_plus_crf/seed_123_predictions.json

@@ -156,12 +156,6 @@
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                 "value": "Nazareth, Devan and Sharma"
             },
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-                "end": 219,
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                 "tag": "COMPANY_NAME",
                 "start": 355,
@@ -488,7 +482,7 @@
                 "value": "Darsh"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
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                 "end": 35,
                 "value": "H471711"
@@ -604,10 +598,16 @@
         ],
         "predictions": [
             {
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+                "tag": "FIRST_NAME",
                 "start": 9,
+                "end": 14,
+                "value": "Qabil"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 28,
-                "value": "Qabil Kakar-Jhaveri"
+                "value": "Kakar-Jhaveri"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -1446,7 +1446,7 @@
                 "value": "Montoya-Goodwin"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
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                 "end": 86,
                 "value": "4217 Thomas Fork Apt. 958"
@@ -2033,7 +2033,7 @@
                 "value": "MED32159307"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
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                 "end": 142,
                 "value": "O9636871"
@@ -2540,19 +2540,13 @@
                 "value": "216-56-8471"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 68,
-                "end": 73,
-                "value": "Conor"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 74,
                 "end": 78,
-                "value": "Rama"
+                "value": "Conor Rama"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 97,
                 "end": 107,
                 "value": "1991-11-13"
@@ -5465,7 +5459,7 @@
                 "value": "Lane-Hunt"
             },
             {
-                "tag": "LAST_NAME",
+                "tag": "FIRST_NAME",
                 "start": 58,
                 "end": 64,
                 "value": "Jordan"
@@ -5483,7 +5477,7 @@
                 "value": "taravenkataraman@example.net"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
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                 "end": 185,
                 "value": "T1911970"
@@ -6118,16 +6112,10 @@
                 "value": "(0909) 879 0039"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
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-                "end": 195,
-                "value": "5266 Watson Branch"
-            },
-            {
-                "tag": "CITY",
-                "start": 197,
                 "end": 207,
-                "value": "Thomasstad"
+                "value": "5266 Watson Branch, Thomasstad"
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             {
                 "tag": "CITY",
@@ -7301,10 +7289,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 866,
+                "end": 870,
+                "value": "Carl"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 876,
-                "value": "Carl Patel"
+                "value": "Patel"
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             {
                 "tag": "DATE_OF_BIRTH",
@@ -7741,7 +7735,7 @@
                 "value": "1991-06-14"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
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                 "end": 91,
                 "value": "1772 Wright Mission"
@@ -9177,9 +9171,9 @@
         "predictions": [
             {
                 "tag": "NAME",
-                "start": 17,
+                "start": 8,
                 "end": 31,
-                "value": "Chatresh Anand"
+                "value": "Salary - Chatresh Anand"
             },
             {
                 "tag": "NAME",
@@ -10050,7 +10044,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
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                 "end": 36,
                 "value": "N3796584"
@@ -10246,16 +10240,10 @@
         ],
         "predictions": [
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-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 130,
                 "end": 143,
-                "value": "Gardner-Lewis"
+                "value": "Kimberly Gardner-Lewis"
             },
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                 "tag": "DATE_OF_BIRTH",
@@ -10307,10 +10295,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
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+                "end": 44,
+                "value": "Donna"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 53,
-                "value": "Donna Anderson"
+                "value": "Anderson"
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                 "tag": "DATE_OF_BIRTH",
@@ -10710,7 +10704,7 @@
                 "value": "Z-840659-I"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
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                 "value": "P4177348"
@@ -10869,7 +10863,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "CUSTOMER_ID",
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                 "value": "T7028582"
@@ -11064,7 +11058,7 @@
                 "value": "2006-02-27"
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             {
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                 "end": 127,
                 "value": "0 Judith well"
@@ -11138,7 +11132,7 @@
         ],
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             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
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                 "value": "D-572755-H"
@@ -11302,7 +11296,7 @@
                 "value": "Grace Ben Owen"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
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                 "end": 124,
                 "value": "N2053639"
@@ -12625,12 +12619,6 @@
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-                "value": "2022-12-31"
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@@ -13181,12 +13169,6 @@
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                 "start": 193,
@@ -14238,10 +14220,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 8,
+                "value": "Jennifer"
+            },
+            {
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                 "end": 14,
-                "value": "Jennifer Jones"
+                "value": "Jones"
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@@ -15087,7 +15075,7 @@
                 "value": "149-67-0789"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
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                 "end": 103,
                 "value": "5893 Wallace Place Apt. 592"
@@ -16156,10 +16144,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
-                "start": 5,
+                "tag": "FIRST_NAME",
+                "start": 9,
+                "end": 14,
+                "value": "Bryan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 15,
                 "end": 20,
-                "value": "Mr. Bryan Weber"
+                "value": "Weber"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -16878,10 +16872,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 14,
+                "end": 21,
+                "value": "Brandon"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 22,
                 "end": 28,
-                "value": "Brandon Duncan"
+                "value": "Duncan"
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                 "tag": "DATE_OF_BIRTH",
@@ -17341,7 +17341,7 @@
                 "value": "579-96-0314"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
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                 "end": 108,
                 "value": "92/05, Puri Ganj"
@@ -18238,9 +18238,9 @@
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
-                "start": 101,
+                "start": 105,
                 "end": 113,
-                "value": "MRN-P1292679"
+                "value": "P1292679"
             },
             {
                 "tag": "EMAIL",
@@ -18573,7 +18573,7 @@
                 "value": "alialexander@example.net"
             },
             {
-                "tag": "TAX_ID",
+                "tag": "SSN",
                 "start": 109,
                 "end": 120,
                 "value": "336-30-6823"
@@ -19671,16 +19671,10 @@
                 "value": "29.10.1975"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 49,
-                "end": 55,
-                "value": "Ronald"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 56,
                 "end": 64,
-                "value": "Lee-Ball"
+                "value": "Ronald Lee-Ball"
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             {
                 "tag": "PHONE_NUMBER",
@@ -19923,7 +19917,7 @@
         ],
         "predictions": [
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 21,
                 "end": 53,
                 "value": "10152 Kathleen Prairie Suite 171"
@@ -20449,10 +20443,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 59,
+                "end": 65,
+                "value": "Ashley"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 66,
                 "end": 71,
-                "value": "Ashley White"
+                "value": "White"
             },
             {
                 "tag": "SSN",
@@ -20840,16 +20840,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 32,
-                "end": 39,
-                "value": "Stewart"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 40,
                 "end": 44,
-                "value": "Bray"
+                "value": "Stewart Bray"
             },
             {
                 "tag": "SSN",
@@ -21345,12 +21339,6 @@
                 "end": 272,
                 "value": "1961-05-06"
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-                "end": 283,
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                 "tag": "IPV4",
                 "start": 315,
@@ -21798,7 +21786,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "CUSTOMER_ID",
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                 "end": 16,
                 "value": "I1756452"
@@ -25921,10 +25909,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 106,
+                "end": 114,
+                "value": "Benjamin"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 123,
-                "value": "Benjamin Mitchell"
+                "value": "Mitchell"
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             {
                 "tag": "SSN",
@@ -26201,16 +26195,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 36,
-                "end": 41,
-                "value": "Anita"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 42,
                 "end": 53,
-                "value": "Wall-Austin"
+                "value": "Anita Wall-Austin"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -26225,16 +26213,10 @@
                 "value": "617-56-5193"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 191,
-                "end": 198,
-                "value": "Cynthia"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 199,
                 "end": 202,
-                "value": "Ray"
+                "value": "Cynthia Ray"
             },
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                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -27008,14 +26990,8 @@
             {
                 "tag": "LAST_NAME",
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-                "value": "Na"
-            },
-            {
-                "tag": "EMAIL",
-                "start": 11,
                 "end": 14,
-                "value": "yak"
+                "value": "Nayak"
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             {
                 "tag": "EMAIL",
@@ -27087,14 +27063,8 @@
             {
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-                "value": "Spencer Trafficway, 31736, South Elizabeth"
-            },
-            {
-                "tag": "STATE",
-                "start": 83,
                 "end": 85,
-                "value": "RI"
+                "value": "Spencer Trafficway, 31736, South Elizabeth, RI"
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             {
                 "tag": "CITY",
@@ -27176,10 +27146,16 @@
                 "value": "Mitter"
             },
             {
-                "tag": "NAME",
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                 "start": 101,
+                "end": 105,
+                "value": "John"
+            },
+            {
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                 "end": 110,
-                "value": "John Knox"
+                "value": "Knox"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -27850,8 +27826,14 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 46,
+                "end": 65,
+                "value": "59565 Silva Prairie"
+            },
+            {
+                "tag": "CITY",
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                 "end": 73,
-                "value": "59565 Silva Prairie, Munger"
+                "value": "Munger"
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             {
                 "tag": "TIME",
@@ -28013,10 +27995,22 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
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+                "end": 25,
+                "value": "Brenda"
+            },
+            {
+                "tag": "FIRST_NAME",
+                "start": 26,
+                "end": 33,
+                "value": "Michael"
+            },
+            {
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                 "end": 39,
-                "value": "Brenda Michael Lewis"
+                "value": "Lewis"
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                 "tag": "DATE_OF_BIRTH",
@@ -28141,7 +28135,7 @@
                 "value": "MRN-972245"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
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                 "value": "H-889864-R"
@@ -28397,7 +28391,7 @@
                 "value": "R-963498-N"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
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                 "end": 157,
                 "value": "X4509562"
@@ -28830,12 +28824,6 @@
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                 "start": 80,
@@ -28947,7 +28935,7 @@
                 "value": "Connor"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
                 "start": 26,
                 "end": 33,
                 "value": "Vincent"
@@ -29425,14 +29413,8 @@
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-                "end": 96,
-                "value": "1350 Corey Track Suite 587"
-            },
-            {
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-                "start": 98,
                 "end": 110,
-                "value": "Tanyaborough"
+                "value": "1350 Corey Track Suite 587, Tanyaborough"
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         ]
     },
@@ -29631,7 +29613,7 @@
                 "value": "T-613301-C"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
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                 "value": "1984-08-21"
@@ -30663,7 +30645,7 @@
         ],
         "predictions": [
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-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "CUSTOMER_ID",
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                 "value": "G201187568"
@@ -30982,10 +30964,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 51,
+                "end": 56,
+                "value": "Megan"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 64,
-                "value": "Megan Mendoza"
+                "value": "Mendoza"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -31220,13 +31208,19 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 30,
+                "end": 36,
+                "value": "Robert"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 45,
-                "value": "Robert Williams"
+                "value": "Williams"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
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                 "end": 78,
                 "value": "5782 Elizabeth Plains Suite 922"
@@ -32635,10 +32629,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
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+                "end": 116,
+                "value": "Samantha"
+            },
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+                "tag": "LAST_NAME",
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                 "end": 122,
-                "value": "Samantha Davis"
+                "value": "Davis"
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                 "tag": "DATE_OF_BIRTH",
@@ -32702,7 +32702,7 @@
                 "value": "EMP902850"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
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                 "end": 74,
                 "value": "791 James trail"
@@ -34178,7 +34178,7 @@
                 "value": "5890181068"
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             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
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                 "end": 90,
                 "value": "091, Nori Path"
@@ -34848,10 +34848,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 11,
+                "end": 16,
+                "value": "Kelly"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 25,
-                "value": "Kelly Thompson"
+                "value": "Thompson"
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             {
                 "tag": "DATE_OF_BIRTH",
@@ -34970,7 +34976,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
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                 "value": "Ck-75639"
@@ -36318,7 +36324,7 @@
                 "value": "15.06.2007"
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             {
-                "tag": "STREET_ADDRESS",
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                 "end": 71,
                 "value": "65997 Michael Park, South Erikfurt"
@@ -36391,7 +36397,7 @@
         ],
         "predictions": [
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-                "tag": "ADDRESS",
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                 "end": 68,
                 "value": "10/16 Sur Zila, Uluberia, Tripura"
@@ -36683,7 +36689,7 @@
                 "value": "2022-03-18"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
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                 "value": "1976-08-11"
@@ -37494,10 +37500,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 9,
+                "end": 14,
+                "value": "Kelly"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 15,
                 "end": 21,
-                "value": "Kelly Mccall"
+                "value": "Mccall"
             },
             {
                 "tag": "LAST_NAME",
@@ -39277,7 +39289,7 @@
                 "value": "7803458114"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 241,
                 "end": 257,
                 "value": "23, Varkey Chowk"
@@ -39818,12 +39830,6 @@
                 "start": 23,
                 "end": 40,
                 "value": "56555 Moyer Curve"
-            },
-            {
-                "tag": "CUSTOMER_ID",
-                "start": 72,
-                "end": 78,
-                "value": "I-70 E"
             }
         ]
     },
@@ -39999,14 +40005,14 @@
             {
                 "tag": "COORDINATE",
                 "start": 22,
-                "end": 60,
-                "value": "-53.966265, -128.035843, -30.3007585 N"
+                "end": 45,
+                "value": "-53.966265, -128.035843"
             },
             {
                 "tag": "COORDINATE",
-                "start": 62,
+                "start": 47,
                 "end": 74,
-                "value": "112.689776 E"
+                "value": "-30.3007585 N, 112.689776 E"
             },
             {
                 "tag": "EMPLOYEE_ID",
@@ -40213,8 +40219,8 @@
             {
                 "tag": "PHONE_NUMBER",
                 "start": 42,
-                "end": 54,
-                "value": "118-218-7392"
+                "end": 59,
+                "value": "118-218-7392 x863"
             },
             {
                 "tag": "NAME",
@@ -40838,12 +40844,6 @@
                 "start": 58,
                 "end": 68,
                 "value": "E-277422-Q"
-            },
-            {
-                "tag": "DATE_OF_BIRTH",
-                "start": 122,
-                "end": 132,
-                "value": "2023-06-05"
             }
         ]
     },
@@ -40889,7 +40889,7 @@
                 "value": "F-529039-M"
             },
             {
-                "tag": "LAST_NAME",
+                "tag": "FIRST_NAME",
                 "start": 11,
                 "end": 17,
                 "value": "Connor"
@@ -41134,9 +41134,9 @@
             },
             {
                 "tag": "NAME",
-                "start": 190,
+                "start": 194,
                 "end": 208,
-                "value": "Dr. Anthony Taylor"
+                "value": "Anthony Taylor"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -41359,10 +41359,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 16,
+                "end": 21,
+                "value": "Derek"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 22,
                 "end": 27,
-                "value": "Derek Lewis"
+                "value": "Lewis"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -42128,10 +42134,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 15,
+                "end": 20,
+                "value": "Bobby"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 21,
                 "end": 33,
-                "value": "Bobby Bass-Simpson"
+                "value": "Bass-Simpson"
             },
             {
                 "tag": "ADDRESS",
@@ -42372,7 +42384,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 25,
                 "end": 35,
                 "value": "2016-05-14"
@@ -42384,7 +42396,7 @@
                 "value": "Kristine Brown"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 68,
                 "end": 80,
                 "value": "3 Evans neck"
@@ -42935,20 +42947,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 123,
-                "end": 139,
-                "value": "70/397 Behl Road"
-            },
-            {
-                "tag": "CITY",
-                "start": 141,
-                "end": 146,
-                "value": "Hapur"
-            },
-            {
-                "tag": "STATE",
-                "start": 148,
                 "end": 157,
-                "value": "Rajasthan"
+                "value": "70/397 Behl Road, Hapur, Rajasthan"
             }
         ]
     },
@@ -43147,16 +43147,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 97,
-                "end": 104,
-                "value": "Cameron"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 105,
                 "end": 117,
-                "value": "Taylor-Jones"
+                "value": "Cameron Taylor-Jones"
             },
             {
                 "tag": "EMAIL",
@@ -43521,14 +43515,8 @@
             {
                 "tag": "API_KEY",
                 "start": 101,
-                "end": 141,
-                "value": "AIzay_CALAa46qUHtKXsO-257k400StxlSoHxNDd"
-            },
-            {
-                "tag": "API_KEY",
-                "start": 141,
                 "end": 142,
-                "value": "m"
+                "value": "AIzay_CALAa46qUHtKXsO-257k400StxlSoHxNDdm"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -43536,17 +43524,11 @@
                 "end": 153,
                 "value": "2019-10-01"
             },
-            {
-                "tag": "DATE_OF_BIRTH",
-                "start": 154,
-                "end": 155,
-                "value": "Z"
-            },
             {
                 "tag": "SSN",
-                "start": 155,
+                "start": 154,
                 "end": 167,
-                "value": "Z 32 28 68 T"
+                "value": "ZZ 32 28 68 T"
             },
             {
                 "tag": "SSN",
@@ -43555,7 +43537,7 @@
                 "value": "668"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 171,
                 "end": 183,
                 "value": "642024024015"
@@ -44814,14 +44796,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 117,
-                "end": 133,
-                "value": "93 Heidi Freeway"
-            },
-            {
-                "tag": "CITY",
-                "start": 135,
                 "end": 153,
-                "value": "Lake Xavierborough"
+                "value": "93 Heidi Freeway, Lake Xavierborough"
             }
         ]
     },
@@ -45135,7 +45111,7 @@
         ],
         "predictions": [
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "EMPLOYEE_ID",
                 "start": 13,
                 "end": 21,
                 "value": "U2385258"
@@ -45836,7 +45812,7 @@
                 "value": "Martinez-Cordova"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "LICENSE_PLATE",
                 "start": 307,
                 "end": 315,
                 "value": "V1179432"
@@ -48731,12 +48707,6 @@
                 "start": 26,
                 "end": 36,
                 "value": "1948-11-08"
-            },
-            {
-                "tag": "FIRST_NAME",
-                "start": 65,
-                "end": 69,
-                "value": "Alex"
             }
         ]
     },
@@ -49814,16 +49784,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 34,
-                "end": 40,
-                "value": "Sandra"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 41,
                 "end": 55,
-                "value": "Smith-Holloway"
+                "value": "Sandra Smith-Holloway"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -49924,28 +49888,10 @@
         ],
         "predictions": [
             {
-                "tag": "CVV",
-                "start": 20,
-                "end": 23,
-                "value": "364"
-            },
-            {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 34,
-                "end": 49,
-                "value": "364 Jason Green"
-            },
-            {
-                "tag": "CITY",
-                "start": 51,
-                "end": 61,
-                "value": "Jameshaven"
-            },
-            {
-                "tag": "COUNTRY",
-                "start": 63,
                 "end": 69,
-                "value": "Zambia"
+                "value": "364 Jason Green, Jameshaven, Zambia"
             }
         ]
     },
@@ -50040,22 +49986,10 @@
                 "value": "Julie Mann"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 15,
-                "end": 45,
-                "value": "714 James Reserve, Nelsonburgh"
-            },
-            {
-                "tag": "STREET_ADDRESS",
-                "start": 46,
-                "end": 49,
-                "value": "808"
-            },
-            {
-                "tag": "EMAIL",
-                "start": 49,
                 "end": 59,
-                "value": "3, Georgia"
+                "value": "714 James Reserve, Nelsonburgh 8083, Georgia"
             },
             {
                 "tag": "EMAIL",
@@ -50376,7 +50310,7 @@
         ],
         "predictions": [
             {
-                "tag": "NATIONAL_ID",
+                "tag": "BANK_ROUTING_NUMBER",
                 "start": 37,
                 "end": 46,
                 "value": "735107162"
@@ -52865,7 +52799,7 @@
                 "value": "Samantha"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 166,
                 "end": 174,
                 "value": "G6847781"
@@ -53139,17 +53073,11 @@
                 "end": 63,
                 "value": "E96 6NQ"
             },
-            {
-                "tag": "POSTCODE",
-                "start": 64,
-                "end": 67,
-                "value": "865"
-            },
             {
                 "tag": "PHONE_NUMBER",
-                "start": 67,
+                "start": 64,
                 "end": 80,
-                "value": ".307.2123x570"
+                "value": "865.307.2123x570"
             }
         ]
     },
@@ -54350,10 +54278,10 @@
                 "value": "MRN-390123"
             },
             {
-                "tag": "CUSTOMER_ID",
-                "start": 66,
+                "tag": "UNIQUE_IDENTIFIER",
+                "start": 61,
                 "end": 75,
-                "value": "QM97-I53G"
+                "value": "SSIW-QM97-I53G"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -55123,6 +55051,12 @@
                 "start": 670,
                 "end": 679,
                 "value": "borah1730"
+            },
+            {
+                "tag": "DATE",
+                "start": 686,
+                "end": 696,
+                "value": "2002/11/12"
             }
         ]
     },
@@ -56219,14 +56153,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 84,
-                "end": 104,
-                "value": "19754 Timothy Courts"
-            },
-            {
-                "tag": "CITY",
-                "start": 106,
                 "end": 122,
-                "value": "Port Michaelfort"
+                "value": "19754 Timothy Courts, Port Michaelfort"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -56388,7 +56316,7 @@
                 "value": "B-135886-Q"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 44,
                 "end": 54,
                 "value": "2013-06-14"
@@ -57208,7 +57136,7 @@
                 "value": "BZ121W6R9YGUZ9KX1"
             },
             {
-                "tag": "NATIONAL_ID",
+                "tag": "SSN",
                 "start": 195,
                 "end": 206,
                 "value": "418-01-6029"
@@ -57331,7 +57259,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 0,
                 "end": 8,
                 "value": "V4065840"
@@ -57832,7 +57760,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 19,
                 "end": 27,
                 "value": "Q2385322"
@@ -58283,12 +58211,6 @@
             }
         ],
         "predictions": [
-            {
-                "tag": "POSTCODE",
-                "start": 13,
-                "end": 18,
-                "value": "23456"
-            },
             {
                 "tag": "DATE_TIME",
                 "start": 31,
@@ -58474,10 +58396,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 73,
+                "end": 78,
+                "value": "Bryan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 79,
                 "end": 84,
-                "value": "Bryan Dixon"
+                "value": "Dixon"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -58626,10 +58554,16 @@
                 "value": "MRN-407158"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 211,
+                "end": 219,
+                "value": "Danielle"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 220,
                 "end": 226,
-                "value": "Danielle Cooper"
+                "value": "Cooper"
             }
         ]
     },

gretel-pii-ready/evaluations/bert_plus_crf/seed_42_predictions.json

@@ -51,6 +51,12 @@
                 "start": 41,
                 "end": 52,
                 "value": "333-42-3671"
+            },
+            {
+                "tag": "DATE_OF_BIRTH",
+                "start": 188,
+                "end": 198,
+                "value": "1923-04-12"
             }
         ]
     },
@@ -236,7 +242,7 @@
                 "value": "MRN-229504"
             },
             {
-                "tag": "DEVICE_IDENTIFIER",
+                "tag": "CREDIT_CARD_NUMBER",
                 "start": 192,
                 "end": 208,
                 "value": "2584426155883280"
@@ -847,7 +853,7 @@
                 "value": "2006/04/08"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 101,
                 "end": 109,
                 "value": "Q8262879"
@@ -1404,20 +1410,20 @@
             {
                 "tag": "CITY",
                 "start": 2,
-                "end": 13,
-                "value": "Knightshire"
+                "end": 9,
+                "value": "Knights"
             },
             {
-                "tag": "CITY",
-                "start": 14,
-                "end": 15,
-                "value": "C"
+                "tag": "CUSTOMER_ID",
+                "start": 9,
+                "end": 13,
+                "value": "hire"
             },
             {
                 "tag": "CUSTOMER_ID",
-                "start": 15,
+                "start": 14,
                 "end": 24,
-                "value": "ID-916860"
+                "value": "CID-916860"
             },
             {
                 "tag": "CUSTOMER_ID",
@@ -2226,7 +2232,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 60,
                 "end": 70,
                 "value": "2003-03-10"
@@ -2655,14 +2661,8 @@
             {
                 "tag": "ADDRESS",
                 "start": 122,
-                "end": 153,
-                "value": "02407 Victoria Cliffs Suite 327"
-            },
-            {
-                "tag": "CITY",
-                "start": 155,
                 "end": 171,
-                "value": "East Williamtown"
+                "value": "02407 Victoria Cliffs Suite 327, East Williamtown"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -2747,14 +2747,8 @@
             {
                 "tag": "LAST_NAME",
                 "start": 6,
-                "end": 9,
-                "value": "Man"
-            },
-            {
-                "tag": "EMAIL",
-                "start": 9,
                 "end": 12,
-                "value": "dal"
+                "value": "Mandal"
             },
             {
                 "tag": "EMAIL",
@@ -3190,7 +3184,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 28,
                 "end": 38,
                 "value": "S-573326-C"
@@ -3568,7 +3562,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 166,
                 "end": 176,
                 "value": "1999-04-17"
@@ -4791,7 +4785,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 13,
                 "end": 20,
                 "value": "L197631"
@@ -5999,10 +5993,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 8,
+                "value": "Jennifer"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 9,
                 "end": 13,
-                "value": "Jennifer West"
+                "value": "West"
             },
             {
                 "tag": "IPV4",
@@ -7003,16 +7003,10 @@
                 "value": "Derek Smith-Foster"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 85,
-                "end": 88,
-                "value": "Ira"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 89,
                 "end": 93,
-                "value": "Bava"
+                "value": "Ira Bava"
             },
             {
                 "tag": "SSN",
@@ -7235,7 +7229,7 @@
                 "value": "zharrison@example.net"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 50,
                 "end": 76,
                 "value": "008 Martinez Glen Apt. 814"
@@ -7811,8 +7805,14 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 46,
+                "end": 65,
+                "value": "59565 Silva Prairie"
+            },
+            {
+                "tag": "CITY",
+                "start": 67,
                 "end": 73,
-                "value": "59565 Silva Prairie, Munger"
+                "value": "Munger"
             },
             {
                 "tag": "TIME",
@@ -8334,7 +8334,7 @@
                 "value": "1987-09-01"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 242,
                 "end": 263,
                 "value": "5299 Bennett Crossing"
@@ -9239,7 +9239,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 25,
                 "end": 35,
                 "value": "2016-05-14"
@@ -9251,7 +9251,7 @@
                 "value": "Kristine Brown"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 68,
                 "end": 80,
                 "value": "3 Evans neck"
@@ -11089,10 +11089,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 5,
+                "end": 12,
+                "value": "Bradley"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 13,
                 "end": 18,
-                "value": "Bradley Lopez"
+                "value": "Lopez"
             },
             {
                 "tag": "EMPLOYEE_ID",
@@ -11327,7 +11333,7 @@
                 "value": "A2504726"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 89,
                 "end": 102,
                 "value": "326, Aggarwal"
@@ -11840,13 +11846,19 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 30,
+                "end": 36,
+                "value": "Robert"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 37,
                 "end": 45,
-                "value": "Robert Williams"
+                "value": "Williams"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 47,
                 "end": 78,
                 "value": "5782 Elizabeth Plains Suite 922"
@@ -11956,7 +11968,7 @@
                 "value": "Zh19132-V"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 88,
                 "end": 108,
                 "value": "H.No. 87, Bali Chowk"
@@ -12074,20 +12086,14 @@
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 31,
-                "end": 52,
-                "value": "A2207478 Ronald Crest"
-            },
-            {
-                "tag": "CITY",
-                "start": 54,
-                "end": 59,
-                "value": "Evans"
+                "end": 39,
+                "value": "A2207478"
             },
             {
-                "tag": "DATE_OF_BIRTH",
-                "start": 59,
+                "tag": "ADDRESS",
+                "start": 40,
                 "end": 64,
-                "value": "shire"
+                "value": "Ronald Crest, Evansshire"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -12603,7 +12609,7 @@
                 "value": "Yohannan-Kaur"
             },
             {
-                "tag": "LAST_NAME",
+                "tag": "COMPANY_NAME",
                 "start": 162,
                 "end": 173,
                 "value": "Rogers-Lamb"
@@ -12945,7 +12951,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 3,
                 "end": 13,
                 "value": "2021-05-21"
@@ -13207,22 +13213,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 14,
-                "end": 19,
-                "value": "Scott"
-            },
-            {
-                "tag": "FIRST_NAME",
-                "start": 20,
-                "end": 25,
-                "value": "Jamie"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 26,
                 "end": 35,
-                "value": "Velasquez"
+                "value": "Scott Jamie Velasquez"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -14462,12 +14456,6 @@
                 "start": 420,
                 "end": 431,
                 "value": "MED32671425"
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-            {
-                "tag": "MEDICAL_RECORD_NUMBER",
-                "start": 451,
-                "end": 457,
-                "value": "MEDXXX"
             }
         ]
     },
@@ -15783,7 +15771,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 3,
                 "end": 13,
                 "value": "2013-11-27"
@@ -16039,16 +16027,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 37,
-                "end": 41,
-                "value": "Sian"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 42,
                 "end": 54,
-                "value": "Kalita-Karan"
+                "value": "Sian Kalita-Karan"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -16294,17 +16276,11 @@
                 "end": 47,
                 "value": "ACCT-2446588238"
             },
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-                "tag": "ACCOUNT_NUMBER",
-                "start": 48,
-                "end": 52,
-                "value": "1985"
-            },
             {
                 "tag": "DATE",
-                "start": 52,
+                "start": 48,
                 "end": 58,
-                "value": ".07.06"
+                "value": "1985.07.06"
             }
         ]
     },
@@ -17297,17 +17273,11 @@
                 "end": 63,
                 "value": "E96 6NQ"
             },
-            {
-                "tag": "POSTCODE",
-                "start": 64,
-                "end": 67,
-                "value": "865"
-            },
             {
                 "tag": "PHONE_NUMBER",
-                "start": 67,
+                "start": 64,
                 "end": 80,
-                "value": ".307.2123x570"
+                "value": "865.307.2123x570"
             }
         ]
     },
@@ -17341,10 +17311,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 5,
+                "end": 9,
+                "value": "Nina"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 10,
                 "end": 15,
-                "value": "Nina Brown"
+                "value": "Brown"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -17585,16 +17561,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 51,
-                "end": 56,
-                "value": "Jyoti"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 57,
                 "end": 67,
-                "value": "Mutti-Devi"
+                "value": "Jyoti Mutti-Devi"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -17829,34 +17799,10 @@
         ],
         "predictions": [
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 74,
-                "end": 96,
-                "value": "03/53 Zachariah Circle"
-            },
-            {
-                "tag": "CITY",
-                "start": 98,
-                "end": 110,
-                "value": "Sangli-Miraj"
-            },
-            {
-                "tag": "POSTCODE",
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-                "end": 119,
-                "value": "Kupwad"
-            },
-            {
-                "tag": "POSTCODE",
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-                "value": "163578"
-            },
-            {
-                "tag": "COUNTRY",
-                "start": 128,
                 "end": 135,
-                "value": "Senegal"
+                "value": "03/53 Zachariah Circle, Sangli-Miraj & Kupwad 163578, Senegal"
             },
             {
                 "tag": "FIRST_NAME",
@@ -18262,7 +18208,7 @@
                 "value": "2021-05-04"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 42,
                 "end": 59,
                 "value": "21, Chadha Street"
@@ -18274,7 +18220,7 @@
                 "value": "Raymond Meyer"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 96,
                 "end": 111,
                 "value": "12 Scott Street"
@@ -18811,10 +18757,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 73,
+                "end": 78,
+                "value": "Bryan"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 84,
-                "value": "Bryan Dixon"
+                "value": "Dixon"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -19598,10 +19550,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 48,
+                "end": 52,
+                "value": "Lisa"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 53,
                 "end": 62,
-                "value": "Lisa Hernandez"
+                "value": "Hernandez"
             },
             {
                 "tag": "EMAIL",
@@ -20313,7 +20271,7 @@
                 "value": "1910-07-04"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 58,
                 "end": 76,
                 "value": "0459 Jackson Union"
@@ -20484,16 +20442,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 37,
-                "end": 45,
-                "value": "Kayleigh"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 46,
                 "end": 57,
-                "value": "Jones-Brown"
+                "value": "Kayleigh Jones-Brown"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -20874,7 +20826,7 @@
                 "value": "1961-12-08"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 104,
                 "end": 140,
                 "value": "Apt. 981 637 Erica Glade, Amberhaven"
@@ -21278,16 +21230,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 32,
-                "end": 39,
-                "value": "Stewart"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 40,
                 "end": 44,
-                "value": "Bray"
+                "value": "Stewart Bray"
             },
             {
                 "tag": "SSN",
@@ -23757,7 +23703,7 @@
                 "value": "S8457476"
             },
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 93,
                 "end": 101,
                 "value": "D1703792"
@@ -24050,10 +23996,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 8,
+                "value": "Jennifer"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 9,
                 "end": 14,
-                "value": "Jennifer Jones"
+                "value": "Jones"
             },
             {
                 "tag": "SSN",
@@ -25669,10 +25621,16 @@
                 "value": "2000-01-16"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 67,
+                "end": 73,
+                "value": "Samuel"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 74,
                 "end": 82,
-                "value": "Samuel Campbell"
+                "value": "Campbell"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -25986,10 +25944,10 @@
                 "value": "MRN-390123"
             },
             {
-                "tag": "CUSTOMER_ID",
-                "start": 66,
+                "tag": "UNIQUE_IDENTIFIER",
+                "start": 61,
                 "end": 75,
-                "value": "QM97-I53G"
+                "value": "SSIW-QM97-I53G"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -27646,10 +27604,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 108,
+                "end": 116,
+                "value": "Samantha"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 117,
                 "end": 122,
-                "value": "Samantha Davis"
+                "value": "Davis"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -28177,7 +28141,7 @@
         ],
         "predictions": [
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "EMPLOYEE_ID",
                 "start": 17,
                 "end": 25,
                 "value": "Ia-34015"
@@ -28232,7 +28196,7 @@
         ],
         "predictions": [
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 56,
                 "end": 62,
                 "value": "J99630"
@@ -28563,7 +28527,7 @@
                 "value": "3521621831931032"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 69,
                 "end": 101,
                 "value": "629 Gregory Glen, West Tyler, KS"
@@ -30031,8 +29995,14 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 118,
+                "end": 140,
+                "value": "90631 Fischer Overpass"
+            },
+            {
+                "tag": "STATE",
+                "start": 142,
                 "end": 144,
-                "value": "90631 Fischer Overpass, NT"
+                "value": "NT"
             },
             {
                 "tag": "POSTCODE",
@@ -30198,7 +30168,7 @@
                 "value": "Jacksonfort"
             },
             {
-                "tag": "CITY",
+                "tag": "STATE",
                 "start": 241,
                 "end": 248,
                 "value": "Manipur"
@@ -30212,14 +30182,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 296,
-                "end": 313,
-                "value": "25/7 Ramos Towers"
-            },
-            {
-                "tag": "CITY",
-                "start": 315,
                 "end": 323,
-                "value": "Dehradun"
+                "value": "25/7 Ramos Towers, Dehradun"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -30548,14 +30512,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 11,
-                "end": 26,
-                "value": "75 Buckley keys"
-            },
-            {
-                "tag": "CITY",
-                "start": 28,
                 "end": 37,
-                "value": "Hollybury"
+                "value": "75 Buckley keys, Hollybury"
             },
             {
                 "tag": "CITY",
@@ -31178,10 +31136,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 72,
+                "end": 79,
+                "value": "Jessica"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 80,
                 "end": 85,
-                "value": "Jessica Jones"
+                "value": "Jones"
             },
             {
                 "tag": "EMAIL",
@@ -32552,7 +32516,7 @@
                 "value": "2004-02-21"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 159,
                 "end": 185,
                 "value": "Level 5 67 Manuel Frontage"
@@ -35261,10 +35225,16 @@
                 "value": "992 Murphy Well"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 105,
+                "end": 112,
+                "value": "Michele"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 113,
                 "end": 120,
-                "value": "Michele Johnson"
+                "value": "Johnson"
             },
             {
                 "tag": "SSN",
@@ -36792,7 +36762,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 24,
                 "end": 32,
                 "value": "X3854478"
@@ -36852,12 +36822,6 @@
                 "end": 175,
                 "value": "3346 Chloe Center, Lake Margaretstad, OH Guadeloupe"
             },
-            {
-                "tag": "VEHICLE_IDENTIFIER",
-                "start": 183,
-                "end": 200,
-                "value": "JHMFA1F64F0028847"
-            },
             {
                 "tag": "LICENSE_PLATE",
                 "start": 218,
@@ -37341,16 +37305,10 @@
                 "value": "2024-01-27"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 34,
-                "end": 38,
-                "value": "John"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 39,
                 "end": 44,
-                "value": "Brown"
+                "value": "John Brown"
             }
         ]
     },
@@ -37390,16 +37348,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 0,
-                "end": 6,
-                "value": "Pranit"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 7,
                 "end": 12,
-                "value": "Braun"
+                "value": "Pranit Braun"
             },
             {
                 "tag": "EMAIL",
@@ -37414,10 +37366,16 @@
                 "value": "Q7441489"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 119,
+                "end": 126,
+                "value": "Gabriel"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 127,
                 "end": 136,
-                "value": "Gabriel Velazquez"
+                "value": "Velazquez"
             }
         ]
     },
@@ -37639,12 +37597,6 @@
                 "end": 405,
                 "value": "202.33.201.235"
             },
-            {
-                "tag": "POSTCODE",
-                "start": 406,
-                "end": 410,
-                "value": "3306"
-            },
             {
                 "tag": "EMAIL",
                 "start": 492,
@@ -38000,10 +37952,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 65,
+                "end": 73,
+                "value": "Samantha"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 74,
                 "end": 81,
-                "value": "Samantha Johnson"
+                "value": "Johnson"
             },
             {
                 "tag": "SSN",
@@ -38384,7 +38342,7 @@
                 "value": "055-98-2589"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 37,
                 "end": 47,
                 "value": "1983-08-22"
@@ -38958,17 +38916,11 @@
                 "end": 86,
                 "value": "MRN-77479"
             },
-            {
-                "tag": "MEDICAL_RECORD_NUMBER",
-                "start": 87,
-                "end": 89,
-                "value": "90"
-            },
             {
                 "tag": "IPV4",
-                "start": 89,
+                "start": 87,
                 "end": 100,
-                "value": ".204.60.125"
+                "value": "90.204.60.125"
             }
         ]
     },
@@ -39551,10 +39503,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 9,
+                "end": 14,
+                "value": "Kelly"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 15,
                 "end": 21,
-                "value": "Kelly Mccall"
+                "value": "Mccall"
             },
             {
                 "tag": "LAST_NAME",
@@ -39893,28 +39851,10 @@
         ],
         "predictions": [
             {
-                "tag": "CVV",
-                "start": 20,
-                "end": 23,
-                "value": "364"
-            },
-            {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 34,
-                "end": 49,
-                "value": "364 Jason Green"
-            },
-            {
-                "tag": "CITY",
-                "start": 51,
-                "end": 61,
-                "value": "Jameshaven"
-            },
-            {
-                "tag": "COUNTRY",
-                "start": 63,
                 "end": 69,
-                "value": "Zambia"
+                "value": "364 Jason Green, Jameshaven, Zambia"
             }
         ]
     },
@@ -40660,12 +40600,6 @@
             }
         ],
         "predictions": [
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-                "tag": "POSTCODE",
-                "start": 82,
-                "end": 92,
-                "value": "V193 NILYE"
-            },
             {
                 "tag": "LICENSE_PLATE",
                 "start": 121,
@@ -41241,7 +41175,7 @@
                 "value": "1926-03-25"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 58,
                 "end": 76,
                 "value": "30266 Gary Village"
@@ -41735,7 +41669,7 @@
                 "value": "N-268767-M"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 33,
                 "end": 40,
                 "value": "X519666"
@@ -42766,10 +42700,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 9,
+                "end": 14,
+                "value": "Qabil"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 15,
                 "end": 28,
-                "value": "Qabil Kakar-Jhaveri"
+                "value": "Kakar-Jhaveri"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -43412,10 +43352,16 @@
                 "value": "House, Parker and Smith"
             },
             {
-                "tag": "LICENSE_PLATE",
+                "tag": "POSTCODE",
                 "start": 203,
+                "end": 206,
+                "value": "BS8"
+            },
+            {
+                "tag": "POSTCODE",
+                "start": 207,
                 "end": 213,
-                "value": "BS8 880680"
+                "value": "880680"
             }
         ]
     },
@@ -43443,10 +43389,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 33,
+                "end": 39,
+                "value": "Marcus"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 40,
                 "end": 48,
-                "value": "Marcus Martinez"
+                "value": "Martinez"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -44858,10 +44810,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 34,
+                "end": 39,
+                "value": "Andre"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 40,
                 "end": 45,
-                "value": "Andre Murty"
+                "value": "Murty"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -45549,9 +45507,9 @@
             },
             {
                 "tag": "NAME",
-                "start": 190,
+                "start": 194,
                 "end": 208,
-                "value": "Dr. Anthony Taylor"
+                "value": "Anthony Taylor"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -45816,7 +45774,7 @@
                 "value": "15.06.2007"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 37,
                 "end": 71,
                 "value": "65997 Michael Park, South Erikfurt"
@@ -45958,20 +45916,20 @@
             {
                 "tag": "NAME",
                 "start": 20,
-                "end": 25,
-                "value": "Sarah"
-            },
-            {
-                "tag": "ACCOUNT_NUMBER",
-                "start": 26,
                 "end": 34,
-                "value": "Peterson"
+                "value": "Sarah Peterson"
             },
             {
                 "tag": "ACCOUNT_NUMBER",
                 "start": 35,
+                "end": 50,
+                "value": "ACCT-1863688982"
+            },
+            {
+                "tag": "STREET_ADDRESS",
+                "start": 51,
                 "end": 67,
-                "value": "ACCT-1863688982\n108 Donald ports"
+                "value": "108 Donald ports"
             },
             {
                 "tag": "DATE",
@@ -46011,16 +45969,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 34,
-                "end": 39,
-                "value": "Reece"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 40,
                 "end": 52,
-                "value": "Smith-Warner"
+                "value": "Reece Smith-Warner"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -46066,7 +46018,7 @@
                 "value": "ID-855-G"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 30,
                 "end": 40,
                 "value": "2000-10-11"
@@ -46244,16 +46196,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 94,
-                "end": 101,
-                "value": "Brianna"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 102,
                 "end": 115,
-                "value": "Walter-Burton"
+                "value": "Brianna Walter-Burton"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -47094,7 +47040,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 13,
                 "end": 23,
                 "value": "D-572755-H"
@@ -49041,7 +48987,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 13,
                 "end": 21,
                 "value": "Ts-72028"
@@ -49183,8 +49129,14 @@
             {
                 "tag": "LAST_NAME",
                 "start": 60,
+                "end": 65,
+                "value": "Walsh"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 66,
                 "end": 70,
-                "value": "Walsh Cruz"
+                "value": "Cruz"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -49339,12 +49291,6 @@
             }
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         "predictions": [
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                 "tag": "COORDINATE",
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@@ -51399,7 +51345,7 @@
                 "value": "(0117)4960350"
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             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
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                 "end": 176,
                 "value": "25907 Sherry Isle"
@@ -53157,16 +53103,10 @@
                 "value": "H.No. 114 Sheth Street, 251958, Lucknow"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 137,
-                "end": 143,
-                "value": "Edward"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 144,
                 "end": 157,
-                "value": "Ramos-Rollins"
+                "value": "Edward Ramos-Rollins"
             },
             {
                 "tag": "SSN",
@@ -53236,10 +53176,22 @@
                 "value": "MED26161667"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 49,
+                "end": 54,
+                "value": "Erika"
+            },
+            {
+                "tag": "FIRST_NAME",
+                "start": 55,
+                "end": 63,
+                "value": "Samantha"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 64,
                 "end": 71,
-                "value": "Erika Samantha Parsons"
+                "value": "Parsons"
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             {
                 "tag": "DATE_OF_BIRTH",
@@ -54452,34 +54404,22 @@
         ],
         "predictions": [
             {
-                "tag": "DEVICE_IDENTIFIER",
+                "tag": "DATE_TIME",
                 "start": 16,
                 "end": 40,
                 "value": "93908339250.173.139.1002"
             },
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-                "end": 65,
-                "value": "9-11-19T08:38:25.314210"
-            },
             {
                 "tag": "DATE_TIME",
-                "start": 65,
-                "end": 66,
-                "value": "Z"
+                "start": 40,
+                "end": 64,
+                "value": "009-11-19T08:38:25.31421"
             },
             {
                 "tag": "USER_NAME",
-                "start": 66,
+                "start": 65,
                 "end": 82,
-                "value": "carter98phelps97"
+                "value": "Zcarter98phelps97"
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@@ -54650,14 +54590,8 @@
             {
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-                "end": 116,
-                "value": "8632 Michael Overpass Suite 159"
-            },
-            {
-                "tag": "CITY",
-                "start": 118,
                 "end": 129,
-                "value": "South David"
+                "value": "8632 Michael Overpass Suite 159, South David"
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             {
                 "tag": "DATE",
@@ -54703,7 +54637,7 @@
                 "value": "Kerry J. O'Brien"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 70,
                 "end": 96,
                 "value": "Suite 707 1 Gomez Roadside"
@@ -55175,7 +55109,7 @@
                 "value": "MED93729134"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
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                 "end": 101,
                 "value": "1984-04-22"
@@ -56268,7 +56202,7 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
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                 "end": 25,
                 "value": "Faras"
@@ -56359,7 +56293,7 @@
                 "value": "Martinez-Cordova"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "LICENSE_PLATE",
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                 "end": 315,
                 "value": "V1179432"
@@ -56677,22 +56611,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 16,
-                "end": 21,
-                "value": "Jason"
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-            {
-                "tag": "FIRST_NAME",
-                "start": 22,
-                "end": 30,
-                "value": "Damyanti"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 31,
                 "end": 36,
-                "value": "Magar"
+                "value": "Jason Damyanti Magar"
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             {
                 "tag": "DATE_OF_BIRTH",
@@ -57220,16 +57142,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 36,
-                "end": 41,
-                "value": "Anita"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 42,
                 "end": 53,
-                "value": "Wall-Austin"
+                "value": "Anita Wall-Austin"
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                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -57244,16 +57160,10 @@
                 "value": "617-56-5193"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
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-                "end": 198,
-                "value": "Cynthia"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 199,
                 "end": 202,
-                "value": "Ray"
+                "value": "Cynthia Ray"
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                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -57867,7 +57777,7 @@
                 "value": "Anamika Minhas"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
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                 "end": 118,
                 "value": "44325 Cindy Pass, Palmerville, Vermont"
@@ -58063,7 +57973,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 30,
                 "end": 36,
                 "value": "C88614"

gretel-pii-ready/evaluations/bert_plus_crf/seed_456_predictions.json

@@ -1421,32 +1421,44 @@
             {
                 "tag": "CREDIT_CARD_NUMBER",
                 "start": 0,
+                "end": 15,
+                "value": "334593333195974"
+            },
+            {
+                "tag": "DATE_OF_BIRTH",
+                "start": 16,
                 "end": 26,
-                "value": "334593333195974 2012-05-23"
+                "value": "2012-05-23"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 27,
+                "end": 42,
+                "value": "329597437519319"
+            },
+            {
+                "tag": "DATE_OF_BIRTH",
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                 "end": 53,
-                "value": "329597437519319 2010-11-29"
+                "value": "2010-11-29"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DATE_OF_BIRTH",
                 "start": 54,
-                "end": 69,
-                "value": "751931932959743"
+                "end": 57,
+                "value": "751"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
-                "start": 70,
-                "end": 84,
-                "value": "30355720554270"
+                "start": 57,
+                "end": 69,
+                "value": "931932959743"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
-                "start": 85,
+                "start": 70,
                 "end": 100,
-                "value": "193193295974375"
+                "value": "30355720554270\n193193295974375"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
@@ -1457,29 +1469,35 @@
             {
                 "tag": "CREDIT_CARD_NUMBER",
                 "start": 120,
+                "end": 123,
+                "value": "974"
+            },
+            {
+                "tag": "DEVICE_IDENTIFIER",
+                "start": 123,
                 "end": 135,
-                "value": "974375193193295"
+                "value": "375193193295"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 136,
                 "end": 151,
                 "value": "593639520856684"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
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                 "end": 167,
                 "value": "743751931932959"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 168,
                 "end": 183,
                 "value": "431440591229910"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 184,
                 "end": 187,
                 "value": "597"
@@ -1784,7 +1802,7 @@
                 "value": "Anamika Minhas"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 80,
                 "end": 118,
                 "value": "44325 Cindy Pass, Palmerville, Vermont"
@@ -2871,16 +2889,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 30,
-                "end": 34,
-                "value": "Tony"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 35,
                 "end": 49,
-                "value": "Brooks-Ballard"
+                "value": "Tony Brooks-Ballard"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -3145,7 +3157,7 @@
                 "value": "1970/12/17"
             },
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "LICENSE_PLATE",
                 "start": 105,
                 "end": 114,
                 "value": "Z21848330"
@@ -4408,7 +4420,7 @@
         ],
         "predictions": [
             {
-                "tag": "NATIONAL_ID",
+                "tag": "BANK_ROUTING_NUMBER",
                 "start": 37,
                 "end": 46,
                 "value": "735107162"
@@ -4502,14 +4514,8 @@
             {
                 "tag": "STREET_ADDRESS",
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-                "end": 101,
-                "value": "93174 Kaitlin Centers"
-            },
-            {
-                "tag": "CITY",
-                "start": 103,
                 "end": 119,
-                "value": "Port Georgemouth"
+                "value": "93174 Kaitlin Centers, Port Georgemouth"
             }
         ]
     },
@@ -4574,16 +4580,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 2,
-                "end": 9,
-                "value": "Rebecca"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 10,
                 "end": 22,
-                "value": "Clarke-Woods"
+                "value": "Rebecca Clarke-Woods"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -4769,7 +4769,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 44,
                 "end": 54,
                 "value": "1992-06-03"
@@ -5519,10 +5519,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 35,
+                "end": 40,
+                "value": "Tracy"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 41,
                 "end": 49,
-                "value": "Tracy Phillips"
+                "value": "Phillips"
             },
             {
                 "tag": "DATE_TIME",
@@ -5990,10 +5996,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 27,
+                "end": 35,
+                "value": "Jennifer"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 36,
                 "end": 43,
-                "value": "Jennifer Escobar"
+                "value": "Escobar"
             },
             {
                 "tag": "SSN",
@@ -7017,7 +7029,7 @@
         ],
         "predictions": [
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 35,
                 "end": 68,
                 "value": "10/16 Sur Zila, Uluberia, Tripura"
@@ -7962,16 +7974,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 36,
-                "end": 41,
-                "value": "Parth"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 42,
                 "end": 49,
-                "value": "Simpson"
+                "value": "Parth Simpson"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -8386,6 +8392,12 @@
                 "start": 137,
                 "end": 147,
                 "value": "1995-12-07"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 316,
+                "end": 324,
+                "value": "McBurney"
             }
         ]
     },
@@ -8425,19 +8437,13 @@
                 "value": "216-56-8471"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 68,
-                "end": 73,
-                "value": "Conor"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 74,
                 "end": 78,
-                "value": "Rama"
+                "value": "Conor Rama"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 97,
                 "end": 107,
                 "value": "1991-11-13"
@@ -9146,10 +9152,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 9,
+                "end": 15,
+                "value": "Yvonne"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 16,
                 "end": 21,
-                "value": "Yvonne Cross"
+                "value": "Cross"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -9543,16 +9555,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 32,
-                "end": 39,
-                "value": "Stewart"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 40,
                 "end": 44,
-                "value": "Bray"
+                "value": "Stewart Bray"
             },
             {
                 "tag": "SSN",
@@ -10239,13 +10245,13 @@
                 "value": "2016-11-06"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "HEALTH_PLAN_BENEFICIARY_NUMBER",
                 "start": 135,
                 "end": 144,
                 "value": "A33389803"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "HEALTH_PLAN_BENEFICIARY_NUMBER",
                 "start": 149,
                 "end": 159,
                 "value": "A323502006"
@@ -10961,20 +10967,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 27,
-                "end": 48,
-                "value": "59/72 Ramaswamy Chowk"
-            },
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-                "tag": "CITY",
-                "start": 50,
-                "end": 58,
-                "value": "Junagadh"
-            },
-            {
-                "tag": "STATE",
-                "start": 60,
                 "end": 67,
-                "value": "Tripura"
+                "value": "59/72 Ramaswamy Chowk, Junagadh, Tripura"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -11832,10 +11826,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 7,
+                "value": "Monique"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 8,
                 "end": 15,
-                "value": "Monique Andrews"
+                "value": "Andrews"
             },
             {
                 "tag": "SSN",
@@ -12906,16 +12906,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 21,
-                "end": 27,
-                "value": "Teerth"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 28,
                 "end": 32,
-                "value": "Bera"
+                "value": "Teerth Bera"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -13119,10 +13113,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 73,
+                "end": 78,
+                "value": "Bryan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 79,
                 "end": 84,
-                "value": "Bryan Dixon"
+                "value": "Dixon"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -13406,7 +13406,7 @@
                 "value": "0354 Ashley Viaduct Suite 698"
             },
             {
-                "tag": "NATIONAL_ID",
+                "tag": "SSN",
                 "start": 108,
                 "end": 119,
                 "value": "668 551 088"
@@ -13991,12 +13991,6 @@
                 "end": 71,
                 "value": "Nazareth, Devan and Sharma"
             },
-            {
-                "tag": "POSTCODE",
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-                "end": 219,
-                "value": "19001"
-            },
             {
                 "tag": "COMPANY_NAME",
                 "start": 355,
@@ -14040,6 +14034,12 @@
             }
         ],
         "predictions": [
+            {
+                "tag": "NAME",
+                "start": 59,
+                "end": 74,
+                "value": "Justin Williams"
+            },
             {
                 "tag": "EMAIL",
                 "start": 76,
@@ -15583,10 +15583,16 @@
                 "value": "2000-01-16"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 67,
+                "end": 73,
+                "value": "Samuel"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 74,
                 "end": 82,
-                "value": "Samuel Campbell"
+                "value": "Campbell"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -16256,7 +16262,7 @@
         ],
         "predictions": [
             {
-                "tag": "HEALTH_PLAN_BENEFICIARY_NUMBER",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 25,
                 "end": 34,
                 "value": "P91707362"
@@ -17484,10 +17490,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 9,
+                "end": 14,
+                "value": "Qabil"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 15,
                 "end": 28,
-                "value": "Qabil Kakar-Jhaveri"
+                "value": "Kakar-Jhaveri"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -17557,10 +17569,22 @@
                 "value": "BIO-6705238547"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 18,
+                "end": 23,
+                "value": "Glenn"
+            },
+            {
+                "tag": "FIRST_NAME",
+                "start": 24,
+                "end": 31,
+                "value": "Cameron"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 32,
                 "end": 36,
-                "value": "Glenn Cameron John"
+                "value": "John"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -17789,10 +17813,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 196,
+                "end": 202,
+                "value": "Evelyn"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 203,
                 "end": 218,
-                "value": "Evelyn Garrett-Randall"
+                "value": "Garrett-Randall"
             },
             {
                 "tag": "EMAIL",
@@ -18051,7 +18081,7 @@
                 "value": "01832 Carlos Brooks Apt. 965"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 111,
                 "end": 143,
                 "value": "0603 Haynes Lock, South Nicholas"
@@ -20161,12 +20191,6 @@
                 "end": 53,
                 "value": "Pamela"
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-                "value": "Harper"
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             {
                 "tag": "EMAIL",
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@@ -20631,12 +20655,6 @@
             }
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         "predictions": [
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             {
                 "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 126,
@@ -20742,10 +20760,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 31,
+                "end": 36,
+                "value": "Irene"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 37,
                 "end": 44,
-                "value": "Irene Chapman"
+                "value": "Chapman"
             },
             {
                 "tag": "EMPLOYEE_ID",
@@ -21839,7 +21863,7 @@
                 "value": "Singh PLC"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 31,
                 "end": 41,
                 "value": "2021-11-03"
@@ -22173,12 +22197,6 @@
                 "end": 272,
                 "value": "1961-05-06"
             },
-            {
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-                "end": 283,
-                "value": "Donna"
-            },
             {
                 "tag": "IPV4",
                 "start": 315,
@@ -22528,7 +22546,7 @@
                 "value": "Jennifer"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
                 "start": 69,
                 "end": 74,
                 "value": "Grace"
@@ -22741,7 +22759,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "CUSTOMER_ID",
                 "start": 8,
                 "end": 16,
                 "value": "I1756452"
@@ -23579,14 +23597,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 82,
-                "end": 99,
-                "value": "7201 April Drives"
-            },
-            {
-                "tag": "CITY",
-                "start": 101,
                 "end": 111,
-                "value": "Adamsmouth"
+                "value": "7201 April Drives, Adamsmouth"
             }
         ]
     },
@@ -24034,7 +24046,7 @@
         ],
         "predictions": [
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "EMPLOYEE_ID",
                 "start": 13,
                 "end": 21,
                 "value": "U2385258"
@@ -24125,7 +24137,7 @@
                 "value": "EMP956579"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 543,
                 "end": 551,
                 "value": "W9512946"
@@ -24649,12 +24661,6 @@
             }
         ],
         "predictions": [
-            {
-                "tag": "NAME",
-                "start": 41,
-                "end": 55,
-                "value": "Charles Hughes"
-            },
             {
                 "tag": "EMAIL",
                 "start": 80,
@@ -25557,16 +25563,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 94,
-                "end": 101,
-                "value": "Brianna"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 102,
                 "end": 115,
-                "value": "Walter-Burton"
+                "value": "Brianna Walter-Burton"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -26174,7 +26174,7 @@
                 "value": "2013-09-03"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 75,
                 "end": 83,
                 "value": "U2231885"
@@ -27668,7 +27668,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 49,
                 "end": 57,
                 "value": "C7306475"
@@ -27723,7 +27723,7 @@
                 "value": "alialexander@example.net"
             },
             {
-                "tag": "TAX_ID",
+                "tag": "SSN",
                 "start": 109,
                 "end": 120,
                 "value": "336-30-6823"
@@ -28732,7 +28732,7 @@
                 "value": "MED28235719"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 39,
                 "end": 49,
                 "value": "2020-02-23"
@@ -29001,16 +29001,10 @@
                 "value": "Dyal-Lal"
             },
             {
-                "tag": "LAST_NAME",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 114,
-                "end": 115,
-                "value": "W"
-            },
-            {
-                "tag": "EMPLOYEE_ID",
-                "start": 115,
                 "end": 122,
-                "value": "1930349"
+                "value": "W1930349"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -29350,10 +29344,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 106,
+                "end": 114,
+                "value": "Benjamin"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 115,
                 "end": 123,
-                "value": "Benjamin Mitchell"
+                "value": "Mitchell"
             },
             {
                 "tag": "SSN",
@@ -29435,16 +29435,10 @@
                 "value": "B7137545"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 266,
-                "end": 272,
-                "value": "Bimala"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 273,
                 "end": 291,
-                "value": "Aggarwal-Rajagopal"
+                "value": "Bimala Aggarwal-Rajagopal"
             }
         ]
     },
@@ -29941,10 +29935,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 13,
+                "end": 19,
+                "value": "Dayita"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 20,
                 "end": 24,
-                "value": "Dayita Kibe"
+                "value": "Kibe"
             },
             {
                 "tag": "EMAIL",
@@ -30746,34 +30746,22 @@
         ],
         "predictions": [
             {
-                "tag": "DEVICE_IDENTIFIER",
+                "tag": "DATE_TIME",
                 "start": 16,
                 "end": 40,
                 "value": "93908339250.173.139.1002"
             },
-            {
-                "tag": "DEVICE_IDENTIFIER",
-                "start": 40,
-                "end": 42,
-                "value": "00"
-            },
-            {
-                "tag": "DATE_TIME",
-                "start": 42,
-                "end": 65,
-                "value": "9-11-19T08:38:25.314210"
-            },
             {
                 "tag": "DATE_TIME",
-                "start": 65,
-                "end": 66,
-                "value": "Z"
+                "start": 40,
+                "end": 64,
+                "value": "009-11-19T08:38:25.31421"
             },
             {
                 "tag": "USER_NAME",
-                "start": 66,
+                "start": 65,
                 "end": 82,
-                "value": "carter98phelps97"
+                "value": "Zcarter98phelps97"
             }
         ]
     },
@@ -30918,9 +30906,9 @@
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
-                "start": 101,
+                "start": 105,
                 "end": 113,
-                "value": "MRN-P1292679"
+                "value": "P1292679"
             },
             {
                 "tag": "EMAIL",
@@ -31211,7 +31199,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 11,
                 "end": 18,
                 "value": "S505952"
@@ -31228,12 +31216,6 @@
                 "end": 100,
                 "value": "73.168.9.241"
             },
-            {
-                "tag": "IPV4",
-                "start": 115,
-                "end": 122,
-                "value": "8.8.8.8"
-            },
             {
                 "tag": "DATE",
                 "start": 168,
@@ -31406,10 +31388,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 49,
+                "end": 54,
+                "value": "Ricky"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 55,
                 "end": 60,
-                "value": "Ricky Brown"
+                "value": "Brown"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -32208,8 +32196,14 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 46,
+                "end": 65,
+                "value": "59565 Silva Prairie"
+            },
+            {
+                "tag": "CITY",
+                "start": 67,
                 "end": 73,
-                "value": "59565 Silva Prairie, Munger"
+                "value": "Munger"
             },
             {
                 "tag": "TIME",
@@ -33771,7 +33765,7 @@
                 "value": "Martinez-Cordova"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "LICENSE_PLATE",
                 "start": 307,
                 "end": 315,
                 "value": "V1179432"
@@ -34217,16 +34211,10 @@
                 "value": "077834663"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 71,
-                "end": 80,
-                "value": "Frederick"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 81,
                 "end": 95,
-                "value": "Anderson-Brown"
+                "value": "Frederick Anderson-Brown"
             },
             {
                 "tag": "SSN",
@@ -34290,10 +34278,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 5,
+                "value": "Julia"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 6,
                 "end": 12,
-                "value": "Julia Hayley"
+                "value": "Hayley"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -34414,8 +34408,8 @@
             {
                 "tag": "COMPANY_NAME",
                 "start": 24,
-                "end": 57,
-                "value": "James, Bishop and Stanley Co. Ltd"
+                "end": 49,
+                "value": "James, Bishop and Stanley"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -34907,10 +34901,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 14,
+                "end": 21,
+                "value": "Tristan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 22,
                 "end": 28,
-                "value": "Tristan Daniel"
+                "value": "Daniel"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -36482,16 +36482,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 29,
-                "end": 34,
-                "value": "Wyatt"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 35,
                 "end": 46,
-                "value": "Amble-Wagle"
+                "value": "Wyatt Amble-Wagle"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -36561,7 +36555,7 @@
                 "value": "2021-05-04"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 42,
                 "end": 59,
                 "value": "21, Chadha Street"
@@ -36573,7 +36567,7 @@
                 "value": "Raymond Meyer"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 96,
                 "end": 111,
                 "value": "12 Scott Street"
@@ -37372,7 +37366,7 @@
                 "value": "0642466086"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 178,
                 "end": 188,
                 "value": "1993-05-11"
@@ -39051,7 +39045,7 @@
                 "value": "MRN-229504"
             },
             {
-                "tag": "DEVICE_IDENTIFIER",
+                "tag": "CREDIT_CARD_NUMBER",
                 "start": 192,
                 "end": 208,
                 "value": "2584426155883280"
@@ -40051,7 +40045,7 @@
                 "value": "kalaojas@example.net"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 148,
                 "end": 160,
                 "value": "85/81, Anand"
@@ -40387,10 +40381,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 51,
+                "end": 56,
+                "value": "Megan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 57,
                 "end": 64,
-                "value": "Megan Mendoza"
+                "value": "Mendoza"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -41960,12 +41960,6 @@
                 "start": 197,
                 "end": 210,
                 "value": "(0306)9990733"
-            },
-            {
-                "tag": "DEVICE_IDENTIFIER",
-                "start": 265,
-                "end": 279,
-                "value": "78910119123456"
             }
         ]
     },
@@ -42054,16 +42048,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 33,
-                "end": 39,
-                "value": "Kristy"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 40,
                 "end": 51,
-                "value": "Baker-Green"
+                "value": "Kristy Baker-Green"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -42431,10 +42419,16 @@
                 "value": "T9281737"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 62,
+                "end": 67,
+                "value": "Linda"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 68,
                 "end": 85,
-                "value": "Linda Rodriguez-Wilkins"
+                "value": "Rodriguez-Wilkins"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -42992,10 +42986,16 @@
                 "value": "5 Smith via"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 92,
+                "end": 97,
+                "value": "Jesus"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 98,
                 "end": 105,
-                "value": "Jesus Edwards"
+                "value": "Edwards"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
@@ -43055,14 +43055,8 @@
             {
                 "tag": "ADDRESS",
                 "start": 70,
-                "end": 96,
-                "value": "1350 Corey Track Suite 587"
-            },
-            {
-                "tag": "CITY",
-                "start": 98,
                 "end": 110,
-                "value": "Tanyaborough"
+                "value": "1350 Corey Track Suite 587, Tanyaborough"
             }
         ]
     },
@@ -43157,7 +43151,7 @@
                 "value": "188339"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 91,
                 "end": 101,
                 "value": "1995-01-23"
@@ -43602,12 +43596,6 @@
                 "end": 102,
                 "value": "5150380392717669"
             },
-            {
-                "tag": "PIN",
-                "start": 314,
-                "end": 318,
-                "value": "7669"
-            },
             {
                 "tag": "STREET_ADDRESS",
                 "start": 339,
@@ -43914,16 +43902,10 @@
                 "value": "29.10.1975"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 49,
-                "end": 55,
-                "value": "Ronald"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 56,
                 "end": 64,
-                "value": "Lee-Ball"
+                "value": "Ronald Lee-Ball"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -44347,7 +44329,7 @@
                 "value": "055-98-2589"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 37,
                 "end": 47,
                 "value": "1983-08-22"
@@ -44727,14 +44709,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 127,
-                "end": 141,
-                "value": "74 Potter Mall"
-            },
-            {
-                "tag": "CITY",
-                "start": 143,
                 "end": 152,
-                "value": "Davisbury"
+                "value": "74 Potter Mall, Davisbury"
             }
         ]
     },
@@ -45017,17 +44993,11 @@
                 "end": 86,
                 "value": "MRN-77479"
             },
-            {
-                "tag": "MEDICAL_RECORD_NUMBER",
-                "start": 87,
-                "end": 89,
-                "value": "90"
-            },
             {
                 "tag": "IPV4",
-                "start": 89,
+                "start": 87,
                 "end": 100,
-                "value": ".204.60.125"
+                "value": "90.204.60.125"
             }
         ]
     },
@@ -45484,8 +45454,8 @@
             {
                 "tag": "CUSTOMER_ID",
                 "start": 24,
-                "end": 31,
-                "value": "P731644"
+                "end": 34,
+                "value": "P731644-Dn"
             },
             {
                 "tag": "DATE_TIME",
@@ -47397,10 +47367,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 16,
+                "end": 21,
+                "value": "Derek"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 22,
                 "end": 27,
-                "value": "Derek Lewis"
+                "value": "Lewis"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -48532,16 +48508,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 9,
-                "end": 14,
-                "value": "Nirja"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 15,
                 "end": 24,
-                "value": "Choudhury"
+                "value": "Nirja Choudhury"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -49630,7 +49600,7 @@
                 "value": "MED97753551"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
                 "start": 74,
                 "end": 80,
                 "value": "Graeme"
@@ -50290,10 +50260,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 13,
+                "end": 20,
+                "value": "Preston"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 21,
                 "end": 25,
-                "value": "Preston Ball"
+                "value": "Ball"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -51879,7 +51855,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 12,
                 "end": 20,
                 "value": "Ds-77549"
@@ -52483,7 +52459,7 @@
                 "value": "MRN-972245"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 57,
                 "end": 67,
                 "value": "H-889864-R"
@@ -53021,22 +52997,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 16,
-                "end": 21,
-                "value": "Jason"
-            },
-            {
-                "tag": "FIRST_NAME",
-                "start": 22,
-                "end": 30,
-                "value": "Damyanti"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 31,
                 "end": 36,
-                "value": "Magar"
+                "value": "Jason Damyanti Magar"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -53493,12 +53457,6 @@
                 "start": 502,
                 "end": 511,
                 "value": "EMP812764"
-            },
-            {
-                "tag": "EMPLOYEE_ID",
-                "start": 513,
-                "end": 522,
-                "value": "EMP812765"
             }
         ]
     },
@@ -54008,9 +53966,9 @@
             },
             {
                 "tag": "DATE_OF_BIRTH",
-                "start": 302,
-                "end": 312,
-                "value": "1960-12-31"
+                "start": 288,
+                "end": 298,
+                "value": "1950-01-15"
             }
         ]
     },
@@ -54478,7 +54436,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 136,
                 "end": 143,
                 "value": "J888409"
@@ -54815,14 +54773,14 @@
             {
                 "tag": "COORDINATE",
                 "start": 22,
-                "end": 60,
-                "value": "-53.966265, -128.035843, -30.3007585 N"
+                "end": 45,
+                "value": "-53.966265, -128.035843"
             },
             {
                 "tag": "COORDINATE",
-                "start": 62,
+                "start": 47,
                 "end": 74,
-                "value": "112.689776 E"
+                "value": "-30.3007585 N, 112.689776 E"
             },
             {
                 "tag": "EMPLOYEE_ID",
@@ -54862,7 +54820,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 28,
                 "end": 36,
                 "value": "N3796584"
@@ -55100,7 +55058,7 @@
                 "value": "Wesley Harrington"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 44,
                 "end": 61,
                 "value": "41/94, Borra Path"
@@ -56217,7 +56175,7 @@
                 "value": "2022-03-18"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 306,
                 "end": 316,
                 "value": "1976-08-11"
@@ -56296,7 +56254,7 @@
                 "value": "579-96-0314"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 92,
                 "end": 108,
                 "value": "92/05, Puri Ganj"
@@ -56815,7 +56773,7 @@
                 "value": "EMP768679"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 267,
                 "end": 275,
                 "value": "B5953575"
@@ -56870,7 +56828,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "CUSTOMER_ID",
                 "start": 12,
                 "end": 20,
                 "value": "I9756463"
@@ -57108,10 +57066,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 6,
+                "value": "Carlos"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 7,
                 "end": 13,
-                "value": "Carlos Barber"
+                "value": "Barber"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -57321,10 +57285,16 @@
                 "value": "992 Murphy Well"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 105,
+                "end": 112,
+                "value": "Michele"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 113,
                 "end": 120,
-                "value": "Michele Johnson"
+                "value": "Johnson"
             },
             {
                 "tag": "SSN",
@@ -57919,7 +57889,7 @@
                 "value": "G993-W3149-Qa"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 115,
                 "end": 143,
                 "value": "231 Joel Grange, St. Micheal"
@@ -58816,16 +58786,10 @@
                 "value": "Derek Smith-Foster"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 85,
-                "end": 88,
-                "value": "Ira"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 89,
                 "end": 93,
-                "value": "Bava"
+                "value": "Ira Bava"
             },
             {
                 "tag": "SSN",
@@ -59300,14 +59264,8 @@
             {
                 "tag": "STATE",
                 "start": 167,
-                "end": 169,
-                "value": "TA"
-            },
-            {
-                "tag": "POSTCODE",
-                "start": 169,
                 "end": 170,
-                "value": "S"
+                "value": "TAS"
             },
             {
                 "tag": "POSTCODE",

gretel-pii-ready/evaluations/bert_plus_crf/seed_789_predictions.json

@@ -747,17 +747,11 @@
                 "end": 63,
                 "value": "E96 6NQ"
             },
-            {
-                "tag": "POSTCODE",
-                "start": 64,
-                "end": 67,
-                "value": "865"
-            },
             {
                 "tag": "PHONE_NUMBER",
-                "start": 67,
+                "start": 64,
                 "end": 80,
-                "value": ".307.2123x570"
+                "value": "865.307.2123x570"
             }
         ]
     },
@@ -2151,7 +2145,7 @@
                 "value": "179-32-7169"
             },
             {
-                "tag": "LAST_NAME",
+                "tag": "COMPANY_NAME",
                 "start": 64,
                 "end": 77,
                 "value": "Nelson-Watson"
@@ -3276,10 +3270,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 9,
+                "end": 15,
+                "value": "Yvonne"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 16,
                 "end": 21,
-                "value": "Yvonne Cross"
+                "value": "Cross"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -3789,16 +3789,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 37,
-                "end": 45,
-                "value": "Kayleigh"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 46,
                 "end": 57,
-                "value": "Jones-Brown"
+                "value": "Kayleigh Jones-Brown"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -5398,12 +5392,6 @@
                 "start": 58,
                 "end": 68,
                 "value": "E-277422-Q"
-            },
-            {
-                "tag": "DATE_OF_BIRTH",
-                "start": 122,
-                "end": 132,
-                "value": "2023-06-05"
             }
         ]
     },
@@ -5714,14 +5702,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 80,
-                "end": 97,
-                "value": "502 Martin Little"
-            },
-            {
-                "tag": "CITY",
-                "start": 99,
                 "end": 109,
-                "value": "Port Karen"
+                "value": "502 Martin Little, Port Karen"
             },
             {
                 "tag": "CITY",
@@ -5841,7 +5823,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 28,
                 "end": 38,
                 "value": "S-573326-C"
@@ -6000,9 +5982,9 @@
             },
             {
                 "tag": "NAME",
-                "start": 190,
+                "start": 194,
                 "end": 208,
-                "value": "Dr. Anthony Taylor"
+                "value": "Anthony Taylor"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -6528,12 +6510,6 @@
                 "start": 298,
                 "end": 310,
                 "value": "Z84643938375"
-            },
-            {
-                "tag": "BANK_ROUTING_NUMBER",
-                "start": 322,
-                "end": 331,
-                "value": "151391347"
             }
         ]
     },
@@ -7993,10 +7969,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 7,
+                "value": "William"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 8,
                 "end": 14,
-                "value": "William Barber"
+                "value": "Barber"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -8481,10 +8463,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 15,
+                "end": 23,
+                "value": "Ekalinga"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 24,
                 "end": 28,
-                "value": "Ekalinga Gara"
+                "value": "Gara"
             },
             {
                 "tag": "ADDRESS",
@@ -8683,17 +8671,11 @@
                 "end": 33,
                 "value": "UID-X65SJ3N5"
             },
-            {
-                "tag": "UNIQUE_IDENTIFIER",
-                "start": 34,
-                "end": 35,
-                "value": "Z"
-            },
             {
                 "tag": "SSN",
-                "start": 35,
+                "start": 34,
                 "end": 43,
-                "value": "Z219947T"
+                "value": "ZZ219947T"
             }
         ]
     },
@@ -8978,7 +8960,7 @@
         ],
         "predictions": [
             {
-                "tag": "LAST_NAME",
+                "tag": "COMPANY_NAME",
                 "start": 10,
                 "end": 20,
                 "value": "Wali-Wason"
@@ -9186,10 +9168,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 51,
+                "end": 56,
+                "value": "Megan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 57,
                 "end": 64,
-                "value": "Megan Mendoza"
+                "value": "Mendoza"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -9558,7 +9546,7 @@
                 "value": "332-25-6007"
             },
             {
-                "tag": "DEVICE_IDENTIFIER",
+                "tag": "CREDIT_CARD_NUMBER",
                 "start": 191,
                 "end": 206,
                 "value": "197529676082623"
@@ -10344,7 +10332,7 @@
                 "value": "MED32159307"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 134,
                 "end": 142,
                 "value": "O9636871"
@@ -10694,8 +10682,8 @@
             {
                 "tag": "USER_NAME",
                 "start": 52,
-                "end": 70,
-                "value": "jerrygray\n14:39:40"
+                "end": 61,
+                "value": "jerrygray"
             }
         ]
     },
@@ -11804,7 +11792,7 @@
                 "value": "0354 Ashley Viaduct Suite 698"
             },
             {
-                "tag": "NATIONAL_ID",
+                "tag": "SSN",
                 "start": 108,
                 "end": 119,
                 "value": "668 551 088"
@@ -12121,16 +12109,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 29,
-                "end": 34,
-                "value": "Wyatt"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 35,
                 "end": 46,
-                "value": "Amble-Wagle"
+                "value": "Wyatt Amble-Wagle"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -12347,16 +12329,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 36,
-                "end": 41,
-                "value": "Parth"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 42,
                 "end": 49,
-                "value": "Simpson"
+                "value": "Parth Simpson"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -12481,7 +12457,7 @@
                 "value": "MED93729134"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 91,
                 "end": 101,
                 "value": "1984-04-22"
@@ -13791,7 +13767,7 @@
                 "value": "R-416463-P"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 122,
                 "end": 132,
                 "value": "R-416464-Q"
@@ -14055,14 +14031,8 @@
             {
                 "tag": "ADDRESS",
                 "start": 122,
-                "end": 153,
-                "value": "02407 Victoria Cliffs Suite 327"
-            },
-            {
-                "tag": "CITY",
-                "start": 155,
                 "end": 171,
-                "value": "East Williamtown"
+                "value": "02407 Victoria Cliffs Suite 327, East Williamtown"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -14200,10 +14170,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 14,
+                "end": 19,
+                "value": "Julie"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 20,
                 "end": 27,
-                "value": "Julie Ballard"
+                "value": "Ballard"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -14547,16 +14523,10 @@
                 "value": "Dyal-Lal"
             },
             {
-                "tag": "LAST_NAME",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 114,
-                "end": 115,
-                "value": "W"
-            },
-            {
-                "tag": "EMPLOYEE_ID",
-                "start": 115,
                 "end": 122,
-                "value": "1930349"
+                "value": "W1930349"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -15947,7 +15917,7 @@
         ],
         "predictions": [
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 20,
                 "end": 49,
                 "value": "6490 Vazquez Corner Suite 187"
@@ -16360,6 +16330,12 @@
             }
         ],
         "predictions": [
+            {
+                "tag": "MEDICAL_RECORD_NUMBER",
+                "start": 18,
+                "end": 24,
+                "value": "Med413"
+            },
             {
                 "tag": "FIRST_NAME",
                 "start": 455,
@@ -16556,10 +16532,16 @@
                 "value": "2000-01-16"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 67,
+                "end": 73,
+                "value": "Samuel"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 74,
                 "end": 82,
-                "value": "Samuel Campbell"
+                "value": "Campbell"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -16611,10 +16593,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 8,
+                "value": "Jennifer"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 9,
                 "end": 13,
-                "value": "Jennifer West"
+                "value": "West"
             },
             {
                 "tag": "IPV4",
@@ -17632,7 +17620,7 @@
                 "value": "MED28235719"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 39,
                 "end": 49,
                 "value": "2020-02-23"
@@ -18443,7 +18431,7 @@
                 "value": "Lisa"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 55,
                 "end": 65,
                 "value": "2008-02-24"
@@ -20202,10 +20190,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 196,
+                "end": 202,
+                "value": "Evelyn"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 203,
                 "end": 218,
-                "value": "Evelyn Garrett-Randall"
+                "value": "Garrett-Randall"
             },
             {
                 "tag": "EMAIL",
@@ -20344,20 +20338,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 113,
-                "end": 129,
-                "value": "33/09 Ghosh Zila"
-            },
-            {
-                "tag": "CITY",
-                "start": 131,
-                "end": 138,
-                "value": "Bhalswa"
-            },
-            {
-                "tag": "CITY",
-                "start": 139,
                 "end": 151,
-                "value": "Jahangir Pur"
+                "value": "33/09 Ghosh Zila, Bhalswa Jahangir Pur"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -21766,7 +21748,7 @@
                 "value": "1970/12/17"
             },
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "LICENSE_PLATE",
                 "start": 105,
                 "end": 114,
                 "value": "Z21848330"
@@ -21956,7 +21938,7 @@
                 "value": "Darsh"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
                 "start": 28,
                 "end": 35,
                 "value": "H471711"
@@ -22606,32 +22588,44 @@
             {
                 "tag": "CREDIT_CARD_NUMBER",
                 "start": 0,
+                "end": 15,
+                "value": "334593333195974"
+            },
+            {
+                "tag": "DATE_OF_BIRTH",
+                "start": 16,
                 "end": 26,
-                "value": "334593333195974 2012-05-23"
+                "value": "2012-05-23"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 27,
+                "end": 42,
+                "value": "329597437519319"
+            },
+            {
+                "tag": "DATE_OF_BIRTH",
+                "start": 43,
                 "end": 53,
-                "value": "329597437519319 2010-11-29"
+                "value": "2010-11-29"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DATE_OF_BIRTH",
                 "start": 54,
-                "end": 69,
-                "value": "751931932959743"
+                "end": 57,
+                "value": "751"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
-                "start": 70,
-                "end": 84,
-                "value": "30355720554270"
+                "start": 57,
+                "end": 69,
+                "value": "931932959743"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
-                "start": 85,
+                "start": 70,
                 "end": 100,
-                "value": "193193295974375"
+                "value": "30355720554270\n193193295974375"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
@@ -22642,29 +22636,35 @@
             {
                 "tag": "CREDIT_CARD_NUMBER",
                 "start": 120,
+                "end": 123,
+                "value": "974"
+            },
+            {
+                "tag": "DEVICE_IDENTIFIER",
+                "start": 123,
                 "end": 135,
-                "value": "974375193193295"
+                "value": "375193193295"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 136,
                 "end": 151,
                 "value": "593639520856684"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 152,
                 "end": 167,
                 "value": "743751931932959"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 168,
                 "end": 183,
                 "value": "431440591229910"
             },
             {
-                "tag": "CREDIT_CARD_NUMBER",
+                "tag": "DEVICE_IDENTIFIER",
                 "start": 184,
                 "end": 187,
                 "value": "597"
@@ -23081,8 +23081,14 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 46,
+                "end": 65,
+                "value": "59565 Silva Prairie"
+            },
+            {
+                "tag": "CITY",
+                "start": 67,
                 "end": 73,
-                "value": "59565 Silva Prairie, Munger"
+                "value": "Munger"
             },
             {
                 "tag": "TIME",
@@ -23525,10 +23531,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 28,
+                "end": 33,
+                "value": "Harry"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 34,
                 "end": 39,
-                "value": "Harry Brown"
+                "value": "Brown"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -23953,16 +23965,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 34,
-                "end": 40,
-                "value": "Edward"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 41,
                 "end": 52,
-                "value": "Pearson-May"
+                "value": "Edward Pearson-May"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -25443,7 +25449,7 @@
                 "value": "1961-12-08"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 104,
                 "end": 140,
                 "value": "Apt. 981 637 Erica Glade, Amberhaven"
@@ -26830,7 +26836,7 @@
                 "value": "Wednesday, October 26, 2016"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "CUSTOMER_ID",
                 "start": 125,
                 "end": 133,
                 "value": "P5909232"
@@ -27019,10 +27025,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 72,
+                "end": 79,
+                "value": "Jessica"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 80,
                 "end": 85,
-                "value": "Jessica Jones"
+                "value": "Jones"
             },
             {
                 "tag": "EMAIL",
@@ -27513,7 +27525,7 @@
                 "value": "12.05.1986"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 38,
                 "end": 60,
                 "value": "19/833, Varghese Chowk"
@@ -28100,9 +28112,9 @@
             },
             {
                 "tag": "PHONE_NUMBER",
-                "start": 173,
+                "start": 169,
                 "end": 185,
-                "value": "722.81189748"
+                "value": "367,722.81189748"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
@@ -28665,7 +28677,7 @@
                 "value": "1936-06-11"
             },
             {
-                "tag": "PHONE_NUMBER",
+                "tag": "BANK_ROUTING_NUMBER",
                 "start": 228,
                 "end": 237,
                 "value": "040022540"
@@ -28775,16 +28787,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 16,
-                "end": 24,
-                "value": "Harrison"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 25,
                 "end": 30,
-                "value": "Krish"
+                "value": "Harrison Krish"
             },
             {
                 "tag": "CREDIT_CARD_NUMBER",
@@ -29526,10 +29532,16 @@
                 "value": "1997.08.06"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 15,
+                "end": 18,
+                "value": "Ann"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 19,
                 "end": 26,
-                "value": "Ann Shankar"
+                "value": "Shankar"
             },
             {
                 "tag": "EMPLOYEE_ID",
@@ -30100,10 +30112,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 866,
+                "end": 870,
+                "value": "Carl"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 871,
                 "end": 876,
-                "value": "Carl Patel"
+                "value": "Patel"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -30966,7 +30984,7 @@
                 "value": "Kristinbury"
             },
             {
-                "tag": "POSTCODE",
+                "tag": "STATE",
                 "start": 103,
                 "end": 106,
                 "value": "TAS"
@@ -32924,7 +32942,7 @@
                 "value": "A2504726"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 89,
                 "end": 102,
                 "value": "326, Aggarwal"
@@ -35246,10 +35264,16 @@
                 "value": "allison.brown"
             },
             {
-                "tag": "PHONE_NUMBER",
+                "tag": "POSTCODE",
                 "start": 243,
+                "end": 247,
+                "value": "0998"
+            },
+            {
+                "tag": "POSTCODE",
+                "start": 248,
                 "end": 254,
-                "value": "0998/527779"
+                "value": "527779"
             }
         ]
     },
@@ -35380,7 +35404,7 @@
                 "value": "P6099498"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 108,
                 "end": 116,
                 "value": "A5377348"
@@ -35740,10 +35764,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 13,
+                "end": 20,
+                "value": "Preston"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 21,
                 "end": 25,
-                "value": "Preston Ball"
+                "value": "Ball"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -35849,12 +35879,6 @@
                 "end": 71,
                 "value": "Nazareth, Devan and Sharma"
             },
-            {
-                "tag": "POSTCODE",
-                "start": 214,
-                "end": 219,
-                "value": "19001"
-            },
             {
                 "tag": "COMPANY_NAME",
                 "start": 355,
@@ -35978,7 +36002,7 @@
                 "value": "Escobar-Aguilar"
             },
             {
-                "tag": "LICENSE_PLATE",
+                "tag": "HEALTH_PLAN_BENEFICIARY_NUMBER",
                 "start": 46,
                 "end": 56,
                 "value": "R728804502"
@@ -36100,7 +36124,7 @@
                 "value": "jemma30@example.org"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 87,
                 "end": 103,
                 "value": "95 Sandra valley"
@@ -36210,10 +36234,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 40,
+                "end": 45,
+                "value": "Rishi"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 46,
                 "end": 52,
-                "value": "Rishi Bhatti"
+                "value": "Bhatti"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -36424,7 +36454,7 @@
                 "value": "2006-02-27"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 114,
                 "end": 127,
                 "value": "0 Judith well"
@@ -36534,7 +36564,7 @@
         ],
         "predictions": [
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 35,
                 "end": 68,
                 "value": "10/16 Sur Zila, Uluberia, Tripura"
@@ -36920,20 +36950,14 @@
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 31,
-                "end": 52,
-                "value": "A2207478 Ronald Crest"
-            },
-            {
-                "tag": "CITY",
-                "start": 54,
-                "end": 59,
-                "value": "Evans"
+                "end": 39,
+                "value": "A2207478"
             },
             {
-                "tag": "DATE_OF_BIRTH",
-                "start": 59,
+                "tag": "ADDRESS",
+                "start": 40,
                 "end": 64,
-                "value": "shire"
+                "value": "Ronald Crest, Evansshire"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -37662,16 +37686,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 97,
-                "end": 104,
-                "value": "Cameron"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 105,
                 "end": 117,
-                "value": "Taylor-Jones"
+                "value": "Cameron Taylor-Jones"
             },
             {
                 "tag": "EMAIL",
@@ -38157,12 +38175,6 @@
             }
         ],
         "predictions": [
-            {
-                "tag": "POSTCODE",
-                "start": 13,
-                "end": 18,
-                "value": "23456"
-            },
             {
                 "tag": "DATE_TIME",
                 "start": 31,
@@ -38800,7 +38812,7 @@
                 "value": "R-963498-N"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 149,
                 "end": 157,
                 "value": "X4509562"
@@ -39008,16 +39020,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 2,
-                "end": 7,
-                "value": "Kevin"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 8,
                 "end": 20,
-                "value": "Smith-Berger"
+                "value": "Kevin Smith-Berger"
             },
             {
                 "tag": "CUSTOMER_ID",
@@ -39214,12 +39220,6 @@
                 "end": 175,
                 "value": "3346 Chloe Center, Lake Margaretstad, OH Guadeloupe"
             },
-            {
-                "tag": "VEHICLE_IDENTIFIER",
-                "start": 183,
-                "end": 200,
-                "value": "JHMFA1F64F0028847"
-            },
             {
                 "tag": "LICENSE_PLATE",
                 "start": 218,
@@ -39333,14 +39333,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 56,
-                "end": 74,
-                "value": "5960 Juan Causeway"
-            },
-            {
-                "tag": "CITY",
-                "start": 76,
                 "end": 85,
-                "value": "Bardhaman"
+                "value": "5960 Juan Causeway, Bardhaman"
             }
         ]
     },
@@ -39966,7 +39960,7 @@
                 "value": "148-07-4109"
             },
             {
-                "tag": "LAST_NAME",
+                "tag": "COMPANY_NAME",
                 "start": 137,
                 "end": 150,
                 "value": "Levy-Delacruz"
@@ -40514,12 +40508,6 @@
                 "end": 102,
                 "value": "5150380392717669"
             },
-            {
-                "tag": "PIN",
-                "start": 314,
-                "end": 318,
-                "value": "7669"
-            },
             {
                 "tag": "STREET_ADDRESS",
                 "start": 339,
@@ -41149,12 +41137,6 @@
             }
         ],
         "predictions": [
-            {
-                "tag": "POSTCODE",
-                "start": 43,
-                "end": 48,
-                "value": "20022"
-            },
             {
                 "tag": "CUSTOMER_ID",
                 "start": 102,
@@ -42536,7 +42518,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 24,
                 "end": 32,
                 "value": "X3854478"
@@ -42664,7 +42646,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 3,
                 "end": 13,
                 "value": "2021-05-21"
@@ -43164,10 +43146,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 6,
+                "value": "Carlos"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 7,
                 "end": 13,
-                "value": "Carlos Barber"
+                "value": "Barber"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -43764,8 +43752,14 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 118,
+                "end": 140,
+                "value": "90631 Fischer Overpass"
+            },
+            {
+                "tag": "STATE",
+                "start": 142,
                 "end": 144,
-                "value": "90631 Fischer Overpass, NT"
+                "value": "NT"
             },
             {
                 "tag": "POSTCODE",
@@ -45018,7 +45012,7 @@
                 "value": "(0117)4960350"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 159,
                 "end": 176,
                 "value": "25907 Sherry Isle"
@@ -45364,7 +45358,7 @@
                 "value": "Jacksonfort"
             },
             {
-                "tag": "CITY",
+                "tag": "STATE",
                 "start": 241,
                 "end": 248,
                 "value": "Manipur"
@@ -45378,14 +45372,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 296,
-                "end": 313,
-                "value": "25/7 Ramos Towers"
-            },
-            {
-                "tag": "CITY",
-                "start": 315,
                 "end": 323,
-                "value": "Dehradun"
+                "value": "25/7 Ramos Towers, Dehradun"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -46096,16 +46084,10 @@
                 "value": "P6740702"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 58,
-                "end": 64,
-                "value": "Leanne"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 65,
                 "end": 78,
-                "value": "Jones-Hodgson"
+                "value": "Leanne Jones-Hodgson"
             },
             {
                 "tag": "SSN",
@@ -46712,16 +46694,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 2,
-                "end": 9,
-                "value": "Rebecca"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 10,
                 "end": 22,
-                "value": "Clarke-Woods"
+                "value": "Rebecca Clarke-Woods"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -47335,16 +47311,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 33,
-                "end": 38,
-                "value": "Kevin"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 39,
                 "end": 48,
-                "value": "Shah-Sant"
+                "value": "Kevin Shah-Sant"
             },
             {
                 "tag": "ADDRESS",
@@ -47611,9 +47581,9 @@
         "predictions": [
             {
                 "tag": "NAME",
-                "start": 17,
+                "start": 8,
                 "end": 31,
-                "value": "Chatresh Anand"
+                "value": "Salary - Chatresh Anand"
             },
             {
                 "tag": "NAME",
@@ -47895,10 +47865,28 @@
                 "value": "857 256 036"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 149,
+                "end": 172,
+                "value": "950 Katherine Extension"
+            },
+            {
+                "tag": "CITY",
+                "start": 174,
+                "end": 180,
+                "value": "Ongole"
+            },
+            {
+                "tag": "STATE",
+                "start": 182,
+                "end": 192,
+                "value": "New Mexico"
+            },
+            {
+                "tag": "POSTCODE",
+                "start": 193,
                 "end": 198,
-                "value": "950 Katherine Extension, Ongole, New Mexico 07398"
+                "value": "07398"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -48065,17 +48053,11 @@
                 "end": 86,
                 "value": "MRN-77479"
             },
-            {
-                "tag": "MEDICAL_RECORD_NUMBER",
-                "start": 87,
-                "end": 89,
-                "value": "90"
-            },
             {
                 "tag": "IPV4",
-                "start": 89,
+                "start": 87,
                 "end": 100,
-                "value": ".204.60.125"
+                "value": "90.204.60.125"
             }
         ]
     },
@@ -49143,16 +49125,10 @@
                 "value": "EF70574235"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 117,
-                "end": 133,
-                "value": "30/5 Conrad Ride"
-            },
-            {
-                "tag": "CITY",
-                "start": 135,
                 "end": 148,
-                "value": "St. Jasonland"
+                "value": "30/5 Conrad Ride, St. Jasonland"
             }
         ]
     },
@@ -49760,14 +49736,8 @@
             {
                 "tag": "ADDRESS",
                 "start": 149,
-                "end": 178,
-                "value": "04256 Steven Street Suite 899"
-            },
-            {
-                "tag": "CITY",
-                "start": 180,
                 "end": 190,
-                "value": "Joannaberg"
+                "value": "04256 Steven Street Suite 899, Joannaberg"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -51883,7 +51853,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 20,
                 "end": 30,
                 "value": "2017-02-27"
@@ -52114,10 +52084,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 14,
+                "end": 21,
+                "value": "Brandon"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 22,
                 "end": 28,
-                "value": "Brandon Duncan"
+                "value": "Duncan"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -52769,7 +52745,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 10,
                 "end": 20,
                 "value": "1985-12-13"
@@ -53216,8 +53192,8 @@
             {
                 "tag": "COMPANY_NAME",
                 "start": 24,
-                "end": 57,
-                "value": "James, Bishop and Stanley Co. Ltd"
+                "end": 49,
+                "value": "James, Bishop and Stanley"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -54062,7 +54038,7 @@
         ],
         "predictions": [
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "CUSTOMER_ID",
                 "start": 13,
                 "end": 21,
                 "value": "T7028582"
@@ -54581,10 +54557,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 106,
+                "end": 114,
+                "value": "Benjamin"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 115,
                 "end": 123,
-                "value": "Benjamin Mitchell"
+                "value": "Mitchell"
             },
             {
                 "tag": "SSN",
@@ -55119,7 +55101,7 @@
         ],
         "predictions": [
             {
-                "tag": "NATIONAL_ID",
+                "tag": "BANK_ROUTING_NUMBER",
                 "start": 37,
                 "end": 46,
                 "value": "735107162"
@@ -55547,22 +55529,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 16,
-                "end": 21,
-                "value": "Jason"
-            },
-            {
-                "tag": "FIRST_NAME",
-                "start": 22,
-                "end": 30,
-                "value": "Damyanti"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 31,
                 "end": 36,
-                "value": "Magar"
+                "value": "Jason Damyanti Magar"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -55829,7 +55799,7 @@
         ],
         "predictions": [
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "EMPLOYEE_ID",
                 "start": 13,
                 "end": 21,
                 "value": "U2385258"
@@ -55975,10 +55945,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 8,
+                "value": "Jennifer"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 9,
                 "end": 14,
-                "value": "Jennifer Jones"
+                "value": "Jones"
             },
             {
                 "tag": "SSN",
@@ -57300,14 +57276,8 @@
             {
                 "tag": "LAST_NAME",
                 "start": 9,
-                "end": 11,
-                "value": "Na"
-            },
-            {
-                "tag": "EMAIL",
-                "start": 11,
                 "end": 14,
-                "value": "yak"
+                "value": "Nayak"
             },
             {
                 "tag": "EMAIL",
@@ -57408,10 +57378,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 39,
+                "end": 44,
+                "value": "Donna"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 45,
                 "end": 53,
-                "value": "Donna Anderson"
+                "value": "Anderson"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -57707,28 +57683,16 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 86,
-                "end": 97,
-                "value": "Christopher"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 98,
                 "end": 114,
-                "value": "Campbell-Stewart"
+                "value": "Christopher Campbell-Stewart"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 119,
-                "end": 126,
-                "value": "Melanie"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 127,
                 "end": 132,
-                "value": "Cline"
+                "value": "Melanie Cline"
             },
             {
                 "tag": "ACCOUNT_NUMBER",
@@ -58287,16 +58251,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 9,
-                "end": 14,
-                "value": "Nirja"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 15,
                 "end": 24,
-                "value": "Choudhury"
+                "value": "Nirja Choudhury"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -58427,10 +58385,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 14,
+                "end": 21,
+                "value": "Tristan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 22,
                 "end": 28,
-                "value": "Tristan Daniel"
+                "value": "Daniel"
             },
             {
                 "tag": "DATE_OF_BIRTH",

gretel-pii-ready/evaluations/bert_plus_crf/seed_999_predictions.json

@@ -188,10 +188,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 5,
+                "value": "Julia"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 6,
                 "end": 12,
-                "value": "Julia Hayley"
+                "value": "Hayley"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -481,7 +487,7 @@
                 "value": "G993-W3149-Qa"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 115,
                 "end": 143,
                 "value": "231 Joel Grange, St. Micheal"
@@ -1072,10 +1078,16 @@
                 "value": "1997.08.06"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 15,
+                "end": 18,
+                "value": "Ann"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 19,
                 "end": 26,
-                "value": "Ann Shankar"
+                "value": "Shankar"
             },
             {
                 "tag": "EMPLOYEE_ID",
@@ -1726,7 +1738,7 @@
                 "value": "Lisa"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 55,
                 "end": 65,
                 "value": "2008-02-24"
@@ -2228,20 +2240,14 @@
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 31,
-                "end": 52,
-                "value": "A2207478 Ronald Crest"
-            },
-            {
-                "tag": "CITY",
-                "start": 54,
-                "end": 59,
-                "value": "Evans"
+                "end": 39,
+                "value": "A2207478"
             },
             {
-                "tag": "DATE_OF_BIRTH",
-                "start": 59,
+                "tag": "ADDRESS",
+                "start": 40,
                 "end": 64,
-                "value": "shire"
+                "value": "Ronald Crest, Evansshire"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -2303,6 +2309,12 @@
                 "start": 41,
                 "end": 52,
                 "value": "333-42-3671"
+            },
+            {
+                "tag": "DATE_OF_BIRTH",
+                "start": 188,
+                "end": 198,
+                "value": "1923-04-12"
             }
         ]
     },
@@ -2568,7 +2580,7 @@
         ],
         "predictions": [
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 21,
                 "end": 53,
                 "value": "10152 Kathleen Prairie Suite 171"
@@ -2812,7 +2824,7 @@
                 "value": "CID-751870"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 67,
                 "end": 77,
                 "value": "2015-03-20"
@@ -3239,12 +3251,6 @@
                 "end": 65,
                 "value": "209.232.221.178"
             },
-            {
-                "tag": "NATIONAL_ID",
-                "start": 77,
-                "end": 87,
-                "value": "1641007200"
-            },
             {
                 "tag": "UNIQUE_IDENTIFIER",
                 "start": 107,
@@ -3948,7 +3954,7 @@
                 "value": "0642466086"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 178,
                 "end": 188,
                 "value": "1993-05-11"
@@ -4400,7 +4406,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 60,
                 "end": 70,
                 "value": "2003-03-10"
@@ -5230,7 +5236,7 @@
                 "value": "Darsh"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
                 "start": 28,
                 "end": 35,
                 "value": "H471711"
@@ -5431,7 +5437,7 @@
                 "value": "5064 Goodman Pass, Lisaborough, VA"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 146,
                 "end": 163,
                 "value": "1475 Maria Divide"
@@ -5546,12 +5552,6 @@
             }
         ],
         "predictions": [
-            {
-                "tag": "POSTCODE",
-                "start": 43,
-                "end": 48,
-                "value": "20022"
-            },
             {
                 "tag": "CUSTOMER_ID",
                 "start": 102,
@@ -5773,16 +5773,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 34,
-                "end": 40,
-                "value": "Sandra"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 41,
                 "end": 55,
-                "value": "Smith-Holloway"
+                "value": "Sandra Smith-Holloway"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -6378,7 +6372,7 @@
                 "value": "mcintyrevalerie@example.net"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 404,
                 "end": 414,
                 "value": "W-283954-O"
@@ -6620,12 +6614,6 @@
                 "start": 213,
                 "end": 225,
                 "value": "CUST37349687"
-            },
-            {
-                "tag": "CUSTOMER_ID",
-                "start": 230,
-                "end": 242,
-                "value": "CUST12345678"
             }
         ]
     },
@@ -8809,20 +8797,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 113,
-                "end": 129,
-                "value": "33/09 Ghosh Zila"
-            },
-            {
-                "tag": "CITY",
-                "start": 131,
-                "end": 138,
-                "value": "Bhalswa"
-            },
-            {
-                "tag": "CITY",
-                "start": 139,
                 "end": 151,
-                "value": "Jahangir Pur"
+                "value": "33/09 Ghosh Zila, Bhalswa Jahangir Pur"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -9461,16 +9437,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 2,
-                "end": 7,
-                "value": "David"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 8,
                 "end": 13,
-                "value": "Baker"
+                "value": "David Baker"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -9930,7 +9900,7 @@
                 "value": "Koshy-Bhakta"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 97,
                 "end": 105,
                 "value": "I5703797"
@@ -10284,7 +10254,7 @@
                 "value": "tw_ryan332"
             },
             {
-                "tag": "POSTCODE",
+                "tag": "PIN",
                 "start": 52,
                 "end": 56,
                 "value": "2451"
@@ -10353,14 +10323,8 @@
             {
                 "tag": "ADDRESS",
                 "start": 256,
-                "end": 264,
-                "value": "Apt. 043"
-            },
-            {
-                "tag": "ADDRESS",
-                "start": 266,
                 "end": 293,
-                "value": "Brandon Club, Lake Jadestad"
+                "value": "Apt. 043, Brandon Club, Lake Jadestad"
             }
         ]
     },
@@ -10864,7 +10828,7 @@
                 "value": "12.05.1986"
             },
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 38,
                 "end": 60,
                 "value": "19/833, Varghese Chowk"
@@ -11736,13 +11700,13 @@
                 "value": "2016-11-06"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "HEALTH_PLAN_BENEFICIARY_NUMBER",
                 "start": 135,
                 "end": 144,
                 "value": "A33389803"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "HEALTH_PLAN_BENEFICIARY_NUMBER",
                 "start": 149,
                 "end": 159,
                 "value": "A323502006"
@@ -12382,7 +12346,7 @@
                 "value": "7803458114"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 241,
                 "end": 257,
                 "value": "23, Varkey Chowk"
@@ -12504,16 +12468,10 @@
                 "value": "B7137545"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 266,
-                "end": 272,
-                "value": "Bimala"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 273,
                 "end": 291,
-                "value": "Aggarwal-Rajagopal"
+                "value": "Bimala Aggarwal-Rajagopal"
             }
         ]
     },
@@ -13199,12 +13157,6 @@
                 "end": 59,
                 "value": "64.45.244.170"
             },
-            {
-                "tag": "IPV4",
-                "start": 64,
-                "end": 77,
-                "value": "64.45.244.171"
-            },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 221,
@@ -13395,7 +13347,7 @@
                 "value": "Z-840659-I"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 66,
                 "end": 74,
                 "value": "P4177348"
@@ -13528,12 +13480,6 @@
             }
         ],
         "predictions": [
-            {
-                "tag": "POSTCODE",
-                "start": 7,
-                "end": 14,
-                "value": "27R-09L"
-            },
             {
                 "tag": "COORDINATE",
                 "start": 62,
@@ -15376,7 +15322,7 @@
                 "value": "2643"
             },
             {
-                "tag": "NAME",
+                "tag": "ADDRESS",
                 "start": 294,
                 "end": 314,
                 "value": "Bhalswa Jahangir Pur"
@@ -16402,28 +16348,10 @@
         ],
         "predictions": [
             {
-                "tag": "CVV",
-                "start": 20,
-                "end": 23,
-                "value": "364"
-            },
-            {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 34,
-                "end": 49,
-                "value": "364 Jason Green"
-            },
-            {
-                "tag": "CITY",
-                "start": 51,
-                "end": 61,
-                "value": "Jameshaven"
-            },
-            {
-                "tag": "COUNTRY",
-                "start": 63,
                 "end": 69,
-                "value": "Zambia"
+                "value": "364 Jason Green, Jameshaven, Zambia"
             }
         ]
     },
@@ -17099,28 +17027,16 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 86,
-                "end": 97,
-                "value": "Christopher"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 98,
                 "end": 114,
-                "value": "Campbell-Stewart"
+                "value": "Christopher Campbell-Stewart"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 119,
-                "end": 126,
-                "value": "Melanie"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 127,
                 "end": 132,
-                "value": "Cline"
+                "value": "Melanie Cline"
             },
             {
                 "tag": "ACCOUNT_NUMBER",
@@ -17409,6 +17325,12 @@
             }
         ],
         "predictions": [
+            {
+                "tag": "NAME",
+                "start": 59,
+                "end": 74,
+                "value": "Justin Williams"
+            },
             {
                 "tag": "EMAIL",
                 "start": 76,
@@ -20070,7 +19992,7 @@
                 "value": "179-32-7169"
             },
             {
-                "tag": "LAST_NAME",
+                "tag": "COMPANY_NAME",
                 "start": 64,
                 "end": 77,
                 "value": "Nelson-Watson"
@@ -21403,12 +21325,6 @@
                 "end": 93,
                 "value": "494.767.0589"
             },
-            {
-                "tag": "TIME",
-                "start": 113,
-                "end": 132,
-                "value": "10 hours 30 minutes"
-            },
             {
                 "tag": "DATE",
                 "start": 139,
@@ -22265,7 +22181,7 @@
                 "value": "Yasti Sachar"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 98,
                 "end": 108,
                 "value": "2000-09-16"
@@ -22777,7 +22693,7 @@
         ],
         "predictions": [
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "EMPLOYEE_ID",
                 "start": 17,
                 "end": 25,
                 "value": "Ia-34015"
@@ -23993,7 +23909,7 @@
                 "value": "Gibson"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
                 "start": 93,
                 "end": 98,
                 "value": "Murty"
@@ -24981,10 +24897,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 31,
+                "end": 35,
+                "value": "Ryan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 36,
                 "end": 42,
-                "value": "Ryan Little"
+                "value": "Little"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -25251,10 +25173,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
-                "start": 5,
+                "tag": "FIRST_NAME",
+                "start": 9,
+                "end": 14,
+                "value": "Bryan"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 15,
                 "end": 20,
-                "value": "Mr. Bryan Weber"
+                "value": "Weber"
             },
             {
                 "tag": "MEDICAL_RECORD_NUMBER",
@@ -25367,7 +25295,7 @@
                 "value": "alialexander@example.net"
             },
             {
-                "tag": "TAX_ID",
+                "tag": "SSN",
                 "start": 109,
                 "end": 120,
                 "value": "336-30-6823"
@@ -25618,13 +25546,13 @@
                 "value": "3711-9382-5871-179"
             },
             {
-                "tag": "BIOMETRIC_IDENTIFIER",
+                "tag": "ACCOUNT_NUMBER",
                 "start": 36,
                 "end": 48,
                 "value": "C80912284333"
             },
             {
-                "tag": "BIOMETRIC_IDENTIFIER",
+                "tag": "ACCOUNT_NUMBER",
                 "start": 50,
                 "end": 62,
                 "value": "F60568075627"
@@ -26137,16 +26065,10 @@
                 "value": "29.10.1975"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 49,
-                "end": 55,
-                "value": "Ronald"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 56,
                 "end": 64,
-                "value": "Lee-Ball"
+                "value": "Ronald Lee-Ball"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -26698,7 +26620,7 @@
                 "value": "2012-01-24"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 40,
                 "end": 48,
                 "value": "G7819331"
@@ -26710,7 +26632,7 @@
                 "value": "754 Pamela mountains, M6 5GR, West Bethanside"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "CUSTOMER_ID",
                 "start": 110,
                 "end": 119,
                 "value": "H-61053-I"
@@ -27414,14 +27336,8 @@
             {
                 "tag": "ADDRESS",
                 "start": 70,
-                "end": 96,
-                "value": "1350 Corey Track Suite 587"
-            },
-            {
-                "tag": "CITY",
-                "start": 98,
                 "end": 110,
-                "value": "Tanyaborough"
+                "value": "1350 Corey Track Suite 587, Tanyaborough"
             }
         ]
     },
@@ -27681,9 +27597,9 @@
             },
             {
                 "tag": "DATE_OF_BIRTH",
-                "start": 302,
-                "end": 312,
-                "value": "1960-12-31"
+                "start": 288,
+                "end": 298,
+                "value": "1950-01-15"
             }
         ]
     },
@@ -28066,10 +27982,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 6,
+                "value": "Andrew"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 7,
                 "end": 12,
-                "value": "Andrew Chang"
+                "value": "Chang"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -28280,16 +28202,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 47,
-                "end": 53,
-                "value": "Donald"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 54,
                 "end": 70,
-                "value": "Johnson-Jennings"
+                "value": "Donald Johnson-Jennings"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -29032,10 +28948,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 11,
+                "end": 16,
+                "value": "Kelly"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 17,
                 "end": 25,
-                "value": "Kelly Thompson"
+                "value": "Thompson"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -29545,10 +29467,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 43,
+                "end": 50,
+                "value": "Kristen"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 51,
                 "end": 55,
-                "value": "Kristen Hale"
+                "value": "Hale"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -29917,12 +29845,6 @@
             }
         ],
         "predictions": [
-            {
-                "tag": "TIME",
-                "start": 0,
-                "end": 8,
-                "value": "12:34:56"
-            },
             {
                 "tag": "EMPLOYEE_ID",
                 "start": 122,
@@ -29930,7 +29852,7 @@
                 "value": "Wp-33083"
             },
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 136,
                 "end": 144,
                 "value": "U7506040"
@@ -29979,7 +29901,7 @@
                 "value": "Connor"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "LAST_NAME",
                 "start": 26,
                 "end": 33,
                 "value": "Vincent"
@@ -31110,7 +31032,7 @@
                 "value": "(0117)4960350"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 159,
                 "end": 176,
                 "value": "25907 Sherry Isle"
@@ -31366,12 +31288,6 @@
             }
         ],
         "predictions": [
-            {
-                "tag": "DATE_OF_BIRTH",
-                "start": 41,
-                "end": 51,
-                "value": "2023-06-10"
-            },
             {
                 "tag": "CREDIT_CARD_NUMBER",
                 "start": 165,
@@ -31379,7 +31295,7 @@
                 "value": "344192735772634"
             },
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 191,
                 "end": 199,
                 "value": "L4921881"
@@ -31735,20 +31651,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 123,
-                "end": 139,
-                "value": "70/397 Behl Road"
-            },
-            {
-                "tag": "CITY",
-                "start": 141,
-                "end": 146,
-                "value": "Hapur"
-            },
-            {
-                "tag": "STATE",
-                "start": 148,
                 "end": 157,
-                "value": "Rajasthan"
+                "value": "70/397 Behl Road, Hapur, Rajasthan"
             }
         ]
     },
@@ -32223,14 +32127,8 @@
             {
                 "tag": "STREET_ADDRESS",
                 "start": 76,
-                "end": 102,
-                "value": "681 Trevor cove, Suite 237"
-            },
-            {
-                "tag": "ADDRESS",
-                "start": 105,
                 "end": 116,
-                "value": "Thomas Link"
+                "value": "681 Trevor cove, Suite 237 , Thomas Link"
             },
             {
                 "tag": "CITY",
@@ -32249,6 +32147,12 @@
                 "start": 256,
                 "end": 262,
                 "value": "Banana"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 284,
+                "end": 290,
+                "value": "Cherry"
             }
         ]
     },
@@ -32818,12 +32722,6 @@
                 "end": 50,
                 "value": "11-300736-89"
             },
-            {
-                "tag": "STREET_ADDRESS",
-                "start": 69,
-                "end": 73,
-                "value": "24/7"
-            },
             {
                 "tag": "PHONE_NUMBER",
                 "start": 150,
@@ -33124,10 +33022,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 10,
+                "end": 16,
+                "value": "Taylor"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 17,
                 "end": 21,
-                "value": "Taylor Bond"
+                "value": "Bond"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -33246,16 +33150,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 24,
-                "end": 28,
-                "value": "Paul"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 29,
                 "end": 43,
-                "value": "Vargas-Pearson"
+                "value": "Paul Vargas-Pearson"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -33410,10 +33308,16 @@
                 "value": "Mitter"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 101,
+                "end": 105,
+                "value": "John"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 106,
                 "end": 110,
-                "value": "John Knox"
+                "value": "Knox"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -33466,16 +33370,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 5,
-                "end": 12,
-                "value": "Gaurang"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 13,
                 "end": 21,
-                "value": "Seshadri"
+                "value": "Gaurang Seshadri"
             }
         ]
     },
@@ -37714,12 +37612,6 @@
                 "end": 11,
                 "value": "18:12:09"
             },
-            {
-                "tag": "TIME",
-                "start": 15,
-                "end": 23,
-                "value": "04:30:30"
-            },
             {
                 "tag": "COORDINATE",
                 "start": 51,
@@ -38050,10 +37942,16 @@
                 "value": "546 Suzanne Forest, East Davidborough"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 140,
+                "end": 146,
+                "value": "Robert"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 147,
                 "end": 153,
-                "value": "Robert Miller"
+                "value": "Miller"
             },
             {
                 "tag": "SSN",
@@ -38099,7 +37997,7 @@
         ],
         "predictions": [
             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "MEDICAL_RECORD_NUMBER",
                 "start": 47,
                 "end": 55,
                 "value": "R2435705"
@@ -38758,10 +38656,16 @@
                 "value": "DYN0NWFPSDACYZJR4"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 114,
+                "end": 121,
+                "value": "Melissa"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 122,
                 "end": 129,
-                "value": "Melissa Bennett"
+                "value": "Bennett"
             },
             {
                 "tag": "STREET_ADDRESS",
@@ -39045,7 +38949,7 @@
                 "value": "EMP902850"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 59,
                 "end": 74,
                 "value": "791 James trail"
@@ -39565,10 +39469,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 38,
+                "end": 44,
+                "value": "Sophie"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 45,
                 "end": 52,
-                "value": "Sophie Collins"
+                "value": "Collins"
             },
             {
                 "tag": "DATE_OF_BIRTH",
@@ -39687,7 +39597,7 @@
                 "value": "2021-05-04"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 42,
                 "end": 59,
                 "value": "21, Chadha Street"
@@ -39699,7 +39609,7 @@
                 "value": "Raymond Meyer"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 96,
                 "end": 111,
                 "value": "12 Scott Street"
@@ -40493,10 +40403,16 @@
                 "value": "T9281737"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 62,
+                "end": 67,
+                "value": "Linda"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 68,
                 "end": 85,
-                "value": "Linda Rodriguez-Wilkins"
+                "value": "Rodriguez-Wilkins"
             },
             {
                 "tag": "LICENSE_PLATE",
@@ -40652,10 +40568,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 0,
+                "end": 7,
+                "value": "Monique"
+            },
+            {
+                "tag": "LAST_NAME",
+                "start": 8,
                 "end": 15,
-                "value": "Monique Andrews"
+                "value": "Andrews"
             },
             {
                 "tag": "SSN",
@@ -41128,16 +41050,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 94,
-                "end": 101,
-                "value": "Brianna"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 102,
                 "end": 115,
-                "value": "Walter-Burton"
+                "value": "Brianna Walter-Burton"
             },
             {
                 "tag": "PHONE_NUMBER",
@@ -41768,12 +41684,6 @@
             }
         ],
         "predictions": [
-            {
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@@ -41971,10 +41881,16 @@
                 "value": "2018/05/17"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
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+                "end": 40,
+                "value": "Oni"
+            },
+            {
+                "tag": "LAST_NAME",
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@@ -43646,24 +43562,12 @@
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@@ -43769,7 +43673,7 @@
                 "value": "Gregory Meyer"
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             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
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                 "end": 206,
                 "value": "Unit 68 902 Sullivan Close"
@@ -45828,10 +45732,16 @@
         ],
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             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
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+                "end": 79,
+                "value": "Jessica"
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+            {
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-                "value": "Jessica Jones"
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             {
                 "tag": "EMAIL",
@@ -46462,22 +46372,10 @@
         ],
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             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
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-                "tag": "FIRST_NAME",
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-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 26,
                 "end": 35,
-                "value": "Velasquez"
+                "value": "Scott Jamie Velasquez"
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@@ -46531,8 +46429,8 @@
             {
                 "tag": "PHONE_NUMBER",
                 "start": 42,
-                "end": 54,
-                "value": "118-218-7392"
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+                "value": "118-218-7392 x863"
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             {
                 "tag": "NAME",
@@ -46584,7 +46482,7 @@
         ],
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             {
-                "tag": "POSTCODE",
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                 "end": 45,
                 "value": "607137"
@@ -46791,10 +46689,16 @@
         ],
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             {
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+            {
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@@ -46970,14 +46874,8 @@
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-            {
-                "tag": "CITY",
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                 "end": 97,
-                "value": "Port Marian"
+                "value": "7 Sam roads, Port Marian"
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@@ -48059,7 +47957,7 @@
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             {
-                "tag": "MEDICAL_RECORD_NUMBER",
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@@ -48420,7 +48318,7 @@
                 "value": "BIO-8741626828"
             },
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
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                 "end": 76,
                 "value": "1994-12-04"
@@ -48811,10 +48709,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 15,
+                "end": 23,
+                "value": "Ekalinga"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 28,
-                "value": "Ekalinga Gara"
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             {
                 "tag": "ADDRESS",
@@ -49347,7 +49251,7 @@
                 "value": "1987-09-01"
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             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
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                 "end": 263,
                 "value": "5299 Bennett Crossing"
@@ -50012,16 +49916,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
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-                "end": 6,
-                "value": "Pranit"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 7,
                 "end": 12,
-                "value": "Braun"
+                "value": "Pranit Braun"
             },
             {
                 "tag": "EMAIL",
@@ -50036,10 +49934,16 @@
                 "value": "Q7441489"
             },
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 119,
+                "end": 126,
+                "value": "Gabriel"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 136,
-                "value": "Gabriel Velazquez"
+                "value": "Velazquez"
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         ]
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@@ -50269,9 +50173,9 @@
             },
             {
                 "tag": "PHONE_NUMBER",
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+                "start": 169,
                 "end": 185,
-                "value": "722.81189748"
+                "value": "367,722.81189748"
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             {
                 "tag": "CREDIT_CARD_NUMBER",
@@ -50573,7 +50477,7 @@
                 "value": "P6099498"
             },
             {
-                "tag": "MEDICAL_RECORD_NUMBER",
+                "tag": "EMPLOYEE_ID",
                 "start": 108,
                 "end": 116,
                 "value": "A5377348"
@@ -50665,16 +50569,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 2,
-                "end": 7,
-                "value": "Kevin"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 8,
                 "end": 20,
-                "value": "Smith-Berger"
+                "value": "Kevin Smith-Berger"
             },
             {
                 "tag": "CUSTOMER_ID",
@@ -51460,10 +51358,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 51,
+                "end": 56,
+                "value": "Megan"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 64,
-                "value": "Megan Mendoza"
+                "value": "Mendoza"
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             {
                 "tag": "DATE_OF_BIRTH",
@@ -51889,11 +51793,11 @@
             {
                 "tag": "CUSTOMER_ID",
                 "start": 17,
-                "end": 30,
-                "value": "Q376-Z8292-In"
+                "end": 27,
+                "value": "Q376-Z8292"
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             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "LICENSE_PLATE",
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                 "end": 41,
                 "value": "K43349151"
@@ -52052,10 +51956,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 14,
+                "end": 21,
+                "value": "Valerie"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 27,
-                "value": "Valerie Poole"
+                "value": "Poole"
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             {
                 "tag": "DATE_OF_BIRTH",
@@ -52579,8 +52489,8 @@
             {
                 "tag": "COMPANY_NAME",
                 "start": 2,
-                "end": 18,
-                "value": "Clements Inc P&I"
+                "end": 14,
+                "value": "Clements Inc"
             },
             {
                 "tag": "DATE",
@@ -52619,11 +52529,23 @@
                 "end": 51,
                 "value": "10/23/2012"
             },
+            {
+                "tag": "SSN",
+                "start": 127,
+                "end": 135,
+                "value": "ZN-70601"
+            },
             {
                 "tag": "EMPLOYEE_ID",
                 "start": 266,
                 "end": 276,
                 "value": "B-775924-P"
+            },
+            {
+                "tag": "EMPLOYEE_ID",
+                "start": 300,
+                "end": 308,
+                "value": "Zn-70601"
             }
         ]
     },
@@ -52975,7 +52897,7 @@
         ],
         "predictions": [
             {
-                "tag": "ADDRESS",
+                "tag": "STREET_ADDRESS",
                 "start": 35,
                 "end": 68,
                 "value": "10/16 Sur Zila, Uluberia, Tripura"
@@ -53756,7 +53678,7 @@
                 "value": "Mr-44381"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 73,
                 "end": 83,
                 "value": "1986-06-18"
@@ -55173,10 +55095,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 39,
+                "end": 44,
+                "value": "Donna"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 53,
-                "value": "Donna Anderson"
+                "value": "Anderson"
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             {
                 "tag": "DATE_OF_BIRTH",
@@ -55471,12 +55399,6 @@
                 "end": 82,
                 "value": "18.07.2021"
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             {
                 "tag": "CUSTOMER_ID",
                 "start": 156,
@@ -56149,7 +56071,7 @@
         ],
         "predictions": [
             {
-                "tag": "DATE",
+                "tag": "DATE_OF_BIRTH",
                 "start": 25,
                 "end": 35,
                 "value": "2016-05-14"
@@ -56161,7 +56083,7 @@
                 "value": "Kristine Brown"
             },
             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 68,
                 "end": 80,
                 "value": "3 Evans neck"
@@ -56316,14 +56238,8 @@
             {
                 "tag": "STREET_ADDRESS",
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-                "end": 74,
-                "value": "5960 Juan Causeway"
-            },
-            {
-                "tag": "CITY",
-                "start": 76,
                 "end": 85,
-                "value": "Bardhaman"
+                "value": "5960 Juan Causeway, Bardhaman"
             }
         ]
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@@ -56619,10 +56535,16 @@
         ],
         "predictions": [
             {
-                "tag": "NAME",
+                "tag": "FIRST_NAME",
                 "start": 9,
+                "end": 14,
+                "value": "Kelly"
+            },
+            {
+                "tag": "LAST_NAME",
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                 "end": 21,
-                "value": "Kelly Mccall"
+                "value": "Mccall"
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             {
                 "tag": "LAST_NAME",
@@ -56802,16 +56724,10 @@
         ],
         "predictions": [
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 19,
-                "end": 26,
-                "value": "Jessica"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 27,
                 "end": 37,
-                "value": "Wang-Davis"
+                "value": "Jessica Wang-Davis"
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             {
                 "tag": "DATE_OF_BIRTH",
@@ -56881,7 +56797,7 @@
         ],
         "predictions": [
             {
-                "tag": "CUSTOMER_ID",
+                "tag": "EMPLOYEE_ID",
                 "start": 13,
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                 "value": "U2385258"
@@ -57784,16 +57700,10 @@
                 "value": "EF70574235"
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             {
-                "tag": "STREET_ADDRESS",
+                "tag": "ADDRESS",
                 "start": 117,
-                "end": 133,
-                "value": "30/5 Conrad Ride"
-            },
-            {
-                "tag": "CITY",
-                "start": 135,
                 "end": 148,
-                "value": "St. Jasonland"
+                "value": "30/5 Conrad Ride, St. Jasonland"
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@@ -58088,7 +57998,7 @@
                 "value": "Martinez-Cordova"
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             {
-                "tag": "EMPLOYEE_ID",
+                "tag": "LICENSE_PLATE",
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                 "end": 315,
                 "value": "V1179432"
@@ -58430,16 +58340,10 @@
                 "value": "Derek Smith-Foster"
             },
             {
-                "tag": "FIRST_NAME",
+                "tag": "NAME",
                 "start": 85,
-                "end": 88,
-                "value": "Ira"
-            },
-            {
-                "tag": "LAST_NAME",
-                "start": 89,
                 "end": 93,
-                "value": "Bava"
+                "value": "Ira Bava"
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             {
                 "tag": "SSN",
@@ -58772,7 +58676,7 @@
                 "value": "188339"
             },
             {
-                "tag": "DATE_OF_BIRTH",
+                "tag": "DATE",
                 "start": 91,
                 "end": 101,
                 "value": "1995-01-23"