diff --git a/pabutools/rules/exhaustion.py b/pabutools/rules/exhaustion.py
index 09650713..d53c098c 100644
--- a/pabutools/rules/exhaustion.py
+++ b/pabutools/rules/exhaustion.py
@@ -51,6 +51,10 @@ def completion_by_rule_combination(
         )
     if rule_params is None:
         rule_params = [{} for _ in rule_sequence]
+    for i, params in enumerate(rule_params):
+        if "resoluteness" in params and params["resoluteness"] != resoluteness:
+            raise ValueError(f"The rule parameter at position {i} sets the resoluteness parameter to a different "
+                             "one that the resoluteness argument passed to completion_by_rule_combination.")
     budget_allocations = []
     res = []
     if initial_budget_allocation is not None:
@@ -69,20 +73,24 @@ def completion_by_rule_combination(
             )
             if resoluteness:
                 if instance.is_exhaustive(outcome):
-                    res.append(outcome)
+                    return outcome
                 else:
                     new_budget_allocations = [outcome]
             else:
+                all_resolute = True
                 for alloc in outcome:
                     if instance.is_exhaustive(alloc):
                         if alloc not in res:
                             res.append(alloc)
                     else:
+                        all_resolute = False
                         new_budget_allocations.append(alloc)
+                if all_resolute:
+                    return res
         budget_allocations = new_budget_allocations
     if resoluteness:
-        return res[0]
-    return res
+        return budget_allocations[0]
+    return res + budget_allocations
 
 
 def exhaustion_by_budget_increase(
diff --git a/pyproject.toml b/pyproject.toml
index c07d1b79..3f1f2e49 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "flit_core.buildapi"
 
 [project]
 name = "pabutools"
-version = "1.1.0"
+version = "1.1.1"
 description = "Implementation of all the tools necessary to explore and analyse participatory budgeting elections"
 authors = [
   { name = "Simon Rey", email = "reysimon@orange.fr" },
diff --git a/tests/test_rule.py b/tests/test_rule.py
index dd6df037..bf99c307 100644
--- a/tests/test_rule.py
+++ b/tests/test_rule.py
@@ -639,3 +639,33 @@ def test_completion(self):
                 {"sat_class": Cost_Sat},
             ],
         )
+
+        p1 = Project("p1", 2)
+        p2 = Project("p2", 2)
+        p3 = Project("p3", 3)
+        instance = Instance([p1, p2, p3], budget_limit=4)
+        profile = ApprovalProfile([
+            ApprovalBallot([p1]),
+            ApprovalBallot([p1]),
+            ApprovalBallot([p1]),
+            ApprovalBallot([p1]),
+            ApprovalBallot([p1]),
+            ApprovalBallot([p2]),
+            ApprovalBallot([p3]),
+            ApprovalBallot([p3])
+        ])
+
+        def mes_phragmen(instance, profile, resoluteness=True):
+            return completion_by_rule_combination(
+                instance,
+                profile,
+                [method_of_equal_shares, sequential_phragmen],
+                [
+                    {"sat_class": Cost_Sat}, {}
+                ],
+                resoluteness=resoluteness
+            )
+
+        assert method_of_equal_shares(instance, profile, Cost_Sat) == [p1]
+        assert mes_phragmen(instance, profile) == [p1]
+        assert mes_phragmen(instance, profile, resoluteness=False) == [[p1]]