diff --git a/neurips23/runbooks/gen_expiration_time_runbook.py b/neurips23/runbooks/gen_expiration_time_runbook.py
index 23eb5001..655727ac 100644
--- a/neurips23/runbooks/gen_expiration_time_runbook.py
+++ b/neurips23/runbooks/gen_expiration_time_runbook.py
@@ -176,3 +176,23 @@ def gen_exp_time_runbook(dataset_name, dataset_size, max_t, runbook_filename, ra
 max_t = 1000
 gen_exp_time_runbook(dataset_name, dataset_size, max_t, dataset_file, ratios, timesteps, seed, False, None)
 
+ratios = (0, 4, 18)
+timesteps = (0, 100, 20)
+seed = 732
+dataset_file = 'msturing_35M_expiration_time_runbook.yaml'
+dataset_name = 'msturing-100M'
+dataset_size = 35000000
+max_t = 350
+gt_url = None
+gen_exp_time_runbook(dataset_name, dataset_size, max_t, dataset_file, ratios, timesteps, seed, False, gt_url)
+
+ratios = (0, 4, 18)
+timesteps = (0, 100, 20)
+seed = 5554
+dataset_file = 'msturing-1M_expiration_time_runbook.yaml'
+dataset_name = 'msturing-1M'
+dataset_size = 1000000
+max_t = 100
+gt_url = None
+gen_exp_time_runbook(dataset_name, dataset_size, max_t, dataset_file, ratios, timesteps, seed, False, gt_url)
+
diff --git a/neurips23/runbooks/wikipedia-1M_expiration_time_replace_delete_runbook.yaml b/neurips23/runbooks/wikipedia-1M_expiration_time_replace_delete_runbook.yaml
index 322e4326..9532c667 100644
--- a/neurips23/runbooks/wikipedia-1M_expiration_time_replace_delete_runbook.yaml
+++ b/neurips23/runbooks/wikipedia-1M_expiration_time_replace_delete_runbook.yaml
@@ -1208,4 +1208,4 @@ wikipedia-1M:
   316:
     operation: search
   max_pts: 293233
-  gt_url: "https://comp21storage.z5.web.core.windows.net/wiki-cohere-35M/wikipedia-1M_expiration_time_replace_delete_runbook.yaml"
+  gt_url: https://comp21storage.z5.web.core.windows.net/wiki-cohere-35M/wikipedia-1M_expiration_time_replace_delete_runbook.yaml
diff --git a/neurips23/runbooks/wikipedia-1M_expiration_time_replace_only_runbook.yaml b/neurips23/runbooks/wikipedia-1M_expiration_time_replace_only_runbook.yaml
index a26fbe27..7e325a28 100644
--- a/neurips23/runbooks/wikipedia-1M_expiration_time_replace_only_runbook.yaml
+++ b/neurips23/runbooks/wikipedia-1M_expiration_time_replace_only_runbook.yaml
@@ -1068,4 +1068,4 @@ wikipedia-1M:
   278:
     operation: search
   max_pts: 698369
-  gt_url: "https://comp21storage.z5.web.core.windows.net/wiki-cohere-35M/wikipedia-1M_expiration_time_replace_only_runbook.yaml"
+  gt_url: https://comp21storage.z5.web.core.windows.net/wiki-cohere-35M/wikipedia-1M_expiration_time_replace_only_runbook.yaml
diff --git a/neurips23/runbooks/wikipedia-35M_expiration_time_replace_delete_runbook.yaml b/neurips23/runbooks/wikipedia-35M_expiration_time_replace_delete_runbook.yaml
index a9b3aa49..86c5b595 100644
--- a/neurips23/runbooks/wikipedia-35M_expiration_time_replace_delete_runbook.yaml
+++ b/neurips23/runbooks/wikipedia-35M_expiration_time_replace_delete_runbook.yaml
@@ -4436,4 +4436,4 @@ wikipedia-35M:
   1150:
     operation: search
   max_pts: 6682767
-  gt_url: "https://comp21storage.z5.web.core.windows.net/wiki-cohere-35M/wikipedia-35M_expiration_time_replace_delete_runbook.yaml"
+  gt_url: https://comp21storage.z5.web.core.windows.net/wiki-cohere-35M/wikipedia-35M_expiration_time_replace_delete_runbook.yaml
diff --git a/neurips23/runbooks/wikipedia-35M_expiration_time_replace_only_runbook.yaml b/neurips23/runbooks/wikipedia-35M_expiration_time_replace_only_runbook.yaml
index ad5a38be..fe2660d7 100644
--- a/neurips23/runbooks/wikipedia-35M_expiration_time_replace_only_runbook.yaml
+++ b/neurips23/runbooks/wikipedia-35M_expiration_time_replace_only_runbook.yaml
@@ -852,4 +852,4 @@ wikipedia-35M:
   222:
     operation: search
   max_pts: 5548955
-  gt_url: "https://comp21storage.z5.web.core.windows.net/wiki-cohere-35M/wikipedia-35M_expiration_time_replace_only_runbook.yaml"
+  gt_url: https://comp21storage.z5.web.core.windows.net/wiki-cohere-35M/wikipedia-35M_expiration_time_replace_only_runbook.yaml