diff --git a/fieldExtraction/src/constants/investment_columns.py b/fieldExtraction/src/constants/investment_columns.py
index 324b637..0a85ee0 100644
--- a/fieldExtraction/src/constants/investment_columns.py
+++ b/fieldExtraction/src/constants/investment_columns.py
@@ -88,6 +88,10 @@ COLUMN_ORDER = [
     "DIAG_CD_DESC",
     "NDC_CD",
     "NDC_CD_DESC",
+    "HIPPS_CD",
+    "HIPPS_CD_DESC",
+    "RUG_CD",
+    "RUG_CD_DESC",
     "CLAIM_ADMIT_TYPE_CD",
     "AUTH_ADMIT_TYPE_DESC",
     "CLAIM_STATUS_CD",
@@ -101,14 +105,16 @@ COLUMN_ORDER = [
     "GROUPER_RISK_OF_MORTALITY_SUBCLASS",
     "OUTLIER_TERMS",
     "OUTLIER_FIXED_LOSS_THRESHOLD",
-    "OUTLIER_PCT_RATE_ON_EXCESS_CHARGES",
     "OUTLIER_MAXIMUM",
+    "OUTLIER_MAXIMUM_FREQUENCY",
+    "OUTLIER_PCT_RATE_ON_EXCESS_CHARGES",
     "OUTLIER_EXCLUSION_CD",
     "OUTLIER_EXCLUSION_DESC",
     "STOP_LOSS_TERMS",
     "STOP_LOSS_FIXED_LOSS_THRESHOLD",
+    "STOP_LOSS_MAXIMUM",
+    "STOP_LOSS_MAXIMUM_FREQUENCY",
     "STOP_LOSS_PCT_RATE_ON_EXCESS_CHARGES",
-    "STOP_LOSS_DAILY_MAXIMUM",
     "STOP_LOSS_EXCLUSION_CD",
     "STOP_LOSS_EXCLUSION_DESC"
 ]
\ No newline at end of file
diff --git a/fieldExtraction/src/prompts/investment_prompts.json b/fieldExtraction/src/prompts/investment_prompts.json
index 3f003b8..2b5b17c 100644
--- a/fieldExtraction/src/prompts/investment_prompts.json
+++ b/fieldExtraction/src/prompts/investment_prompts.json
@@ -559,7 +559,7 @@
         "prompt": "What is the percent rate that is applied to costs that exceed the stop-loss threshold?"
     },
     {
-        "field_name": "STOP_LOSS_DAILY_MAXIMUM",
+        "field_name": "STOP_LOSS_MAXIMUM",
         "relationship": "one_to_n",
         "field_type": "stop_loss",
         "prompt": "If there is a cap on the total amount to be paid each day, write that cap here. If there is not, write N/A."
diff --git a/fieldExtraction/src/testbed/test_one_to_n.ipynb b/fieldExtraction/src/testbed/test_one_to_n.ipynb
index ecaccde..fcdea94 100644
--- a/fieldExtraction/src/testbed/test_one_to_n.ipynb
+++ b/fieldExtraction/src/testbed/test_one_to_n.ipynb
@@ -443,7 +443,7 @@
          "type": "float"
         },
         {
-         "name": "STOP_LOSS_DAILY_MAXIMUM",
+         "name": "STOP_LOSS_MAXIMUM",
          "rawType": "float64",
          "type": "float"
         },