diff --git a/fieldExtraction/src/investment/prompt_calls.py b/fieldExtraction/src/investment/prompt_calls.py
index 0531111..665a681 100644
--- a/fieldExtraction/src/investment/prompt_calls.py
+++ b/fieldExtraction/src/investment/prompt_calls.py
@@ -209,6 +209,7 @@ def prompt_carveout_check(
         instruction=prompt_templates.CARVEOUT_CHECK_INSTRUCTION(),
         usage_label="CARVEOUT_CHECK",
     )
+    logging.debug(f"Carveout/ special case check for {filename}: {llm_answer_raw}")
 
     carveout_answer = string_utils.extract_text_from_delimiters(
         llm_answer_raw, Delimiter.PIPE
diff --git a/fieldExtraction/src/prompts/prompt_templates.py b/fieldExtraction/src/prompts/prompt_templates.py
index ac40d1a..9aa2678 100644
--- a/fieldExtraction/src/prompts/prompt_templates.py
+++ b/fieldExtraction/src/prompts/prompt_templates.py
@@ -996,6 +996,7 @@ VALID entries - return YES:
 - "Lesser of" or "greater of" statements with clear and specific rates
 - Capitation rates (PMPM, PMPY, per member costs)
 - Flat rates per service or episode
+- These Special cases: OUTLIER, STOP_LOSS, SEQUESTRATION, DISCOUNT, PREMIUM, RATE_ESCALATOR, FACILITY_ADJUSTMENT
 
 INVALID entries - return NO unless there is VALID language as well:
 - 'Empty' Reimbursements - have the same structure as a valid reimbursement but doesn't actually reference any specific rate or fee schedule (e.g. "Covered Services will be paid at the rates stated in the next section")