diff --git a/agent_evidence_discovery_many_tables.ipynb b/agent_evidence_many_tables.ipynb
similarity index 89%
rename from agent_evidence_discovery_many_tables.ipynb
rename to agent_evidence_many_tables.ipynb
index 94fe76d..7752c2f 100644
--- a/agent_evidence_discovery_many_tables.ipynb
+++ b/agent_evidence_many_tables.ipynb
@@ -15,7 +15,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 1,
    "id": "2648a1f1",
    "metadata": {},
    "outputs": [],
@@ -26,7 +26,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "id": "a10c9a6a",
    "metadata": {},
    "outputs": [
@@ -64,8 +64,9 @@
     "\n",
     "# DB_PATH = r\"msgstore.db\"\n",
     "# DB_PATH = r\"users4.db\"\n",
+    "DB_PATH = r\"test2.db\"\n",
     "# DB_PATH = r\"F:\\mobile_images\\Cellebriate_2024\\Cellebrite_CTF_File1\\CellebriteCTF24_Sharon\\Sharon\\EXTRACTION_FFS 01\\EXTRACTION_FFS\\Dump\\data\\data\\com.whatsapp\\databases\\stickers.db\"\n",
-    "DB_PATH = r\"F:\\mobile_images\\Cellebriate_2024\\Cellebrite_CTF_File1\\CellebriteCTF24_Sharon\\Sharon\\EXTRACTION_FFS 01\\EXTRACTION_FFS\\Dump\\data\\data\\com.android.vending\\databases\\localappstate.db\"\n",
+    "# DB_PATH = r\"F:\\mobile_images\\Cellebriate_2024\\Cellebrite_CTF_File1\\CellebriteCTF24_Sharon\\Sharon\\EXTRACTION_FFS 01\\EXTRACTION_FFS\\Dump\\data\\data\\com.android.vending\\databases\\localappstate.db\"\n",
     "\n",
     "ENTITY_CONFIG = {\n",
     "    \"EMAIL\": {\n",
@@ -81,7 +82,7 @@
     "        \"desc\": \"application-specific usernames, handles, or account identifiers\"\n",
     "    },\n",
     "    \"PERSON_NAME\": {\n",
-    "        \"regex\": r\"[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}\",\n",
+    "        \"regex\": r\"[A-Za-z][A-Za-z\\s\\.\\-]{1,50}\",\n",
     "        \"desc\": (\n",
     "            \"loosely structured human name-like strings used only for discovery \"\n",
     "            \"and column pre-filtering; final identification is performed during extraction\"\n",
@@ -93,7 +94,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 3,
    "id": "48eda3ec",
    "metadata": {},
    "outputs": [],
@@ -422,7 +423,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 4,
    "id": "0f5259d7",
    "metadata": {},
    "outputs": [],
@@ -509,7 +510,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "0b1fce49",
    "metadata": {},
    "outputs": [
@@ -521,30 +522,18 @@
       "=== STATE SNAPSHOT ===\n",
       "\n",
       "--- MESSAGES ---\n",
-      "0: HUMAN -> Find PHONE in the database\n",
-      "1: AI -> SELECT package_name FROM appstate WHERE package_name REGEXP 'PHONE' \n",
+      "0: HUMAN -> Find PERSON_NAME in the database\n",
+      "1: AI -> SELECT first_name FROM users WHERE first_name REGEXP '[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}\n",
       "UNION ALL\n",
-      "SELECT account FROM appstate WHERE account REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT title FROM appstate WHERE title REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT referrer FROM appstate WHERE referrer REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT continue_url FROM appstate WHERE continue_url REGEXP 'PHONE';\n",
+      "SELECT last_name FROM users WHERE last_name REGEXP '[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}'\n",
       "\n",
       "--- BEGIN METADATA ---\n",
       "attempt       : 1\n",
       "max_attempts : 1\n",
       "phase         : discovery\n",
-      "sql           : SELECT package_name FROM appstate WHERE package_name REGEXP 'PHONE' \n",
+      "sql           : SELECT first_name FROM users WHERE first_name REGEXP '[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}\n",
       "UNION ALL\n",
-      "SELECT account FROM appstate WHERE account REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT title FROM appstate WHERE title REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT referrer FROM appstate WHERE referrer REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT continue_url FROM appstate WHERE continue_url REGEXP 'PHONE';\n",
+      "SELECT last_name FROM users WHERE last_name REGEXP '[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}'\n",
       "discovered sql           : []\n",
       "rows          : None\n",
       "classification: None\n",
@@ -553,48 +542,37 @@
       "\n",
       "--- END METADATA ---\n",
       "[EXECUTE] Running query\n",
+      "[SQL ERROR]: near \"[A-Za-z\\u4e00-\\u9fff]\": syntax error\n",
       "[SQL EXEC] Retrieved []\n",
       "\n",
       "=== STATE SNAPSHOT ===\n",
       "\n",
       "--- MESSAGES ---\n",
-      "0: HUMAN -> Find PHONE in the database\n",
-      "1: AI -> SELECT package_name FROM appstate WHERE package_name REGEXP 'PHONE' \n",
+      "0: HUMAN -> Find PERSON_NAME in the database\n",
+      "1: AI -> SELECT first_name FROM users WHERE first_name REGEXP '[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}\n",
       "UNION ALL\n",
-      "SELECT account FROM appstate WHERE account REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT title FROM appstate WHERE title REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT referrer FROM appstate WHERE referrer REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT continue_url FROM appstate WHERE continue_url REGEXP 'PHONE';\n",
+      "SELECT last_name FROM users WHERE last_name REGEXP '[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}'\n",
       "2: AI -> Retrieved 0 rows\n",
       "\n",
       "--- BEGIN METADATA ---\n",
       "attempt       : 1\n",
       "max_attempts : 1\n",
       "phase         : discovery\n",
-      "sql           : SELECT package_name FROM appstate WHERE package_name REGEXP 'PHONE' \n",
+      "sql           : SELECT first_name FROM users WHERE first_name REGEXP '[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}\n",
       "UNION ALL\n",
-      "SELECT account FROM appstate WHERE account REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT title FROM appstate WHERE title REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT referrer FROM appstate WHERE referrer REGEXP 'PHONE' \n",
-      "UNION ALL\n",
-      "SELECT continue_url FROM appstate WHERE continue_url REGEXP 'PHONE';\n",
+      "SELECT last_name FROM users WHERE last_name REGEXP '[A-Za-z\\u4e00-\\u9fff][A-Za-z\\u4e00-\\u9fff\\s\\.\\-]{1,50}'\n",
       "discovered sql           : []\n",
       "rows          : []\n",
-      "classification: {'found': False, 'confidence': 0, 'reason': 'The text does not contain any information or context related to a phone.'}\n",
+      "classification: {'found': False, 'confidence': 0, 'reason': 'The text does not contain any names.'}\n",
       "evidence        : []\n",
       "Source Columns: []\n",
       "\n",
       "--- END METADATA ---\n",
       "\n",
       "========================================\n",
-      "       🏁 FORENSIC REPORT: PHONE       \n",
+      "       🏁 FORENSIC REPORT: PERSON_NAME       \n",
       "========================================\n",
-      "❌ No PHONE were extracted.\n",
+      "❌ No PERSON_NAME were extracted.\n",
       "Last Phase : discovery\n",
       "Attempts   : 1\n",
       "========================================\n"
@@ -604,10 +582,10 @@
    "source": [
     "\n",
     "# Set your target here once\n",
-    "TARGET = \"EMAIL\" \n",
+    "# TARGET = \"EMAIL\" \n",
     "# TARGET = \"PHONE\"\n",
     "# TARGET = \"USERNAME\"\n",
-    "# TARGET = \"PERSON_NAME\"\n",
+    "TARGET = \"PERSON_NAME\"\n",
     "\n",
     "result = app.invoke({\n",
     "    \"messages\": [HumanMessage(content=f\"Find {TARGET} in the database\")],\n",