diff --git a/nemo_curator/stages/text/utils/text_utils.py b/nemo_curator/stages/text/utils/text_utils.py
index 5a7edbdc95..d8130ab772 100644
--- a/nemo_curator/stages/text/utils/text_utils.py
+++ b/nemo_curator/stages/text/utils/text_utils.py
@@ -92,12 +92,8 @@ def is_paragraph_indices_in_top_or_bottom_only(
     boilerplate_paragraph_indices: list[int],
     num_paragraphs: int,
 ) -> bool:
-    def _is_contiguous(indices: list[int]) -> bool:
-        # Indices are sorted in ascending order.
-        num_indices = len(indices) - 1
-        return all(indices[i] + 1 == indices[i + 1] for i in range(num_indices))
-
-    # See if the indices are contiguous and exclusively at the top/bottom.
+    # See if the indices form a contiguous run at the top, a contiguous run
+    # at the bottom, or both, with nothing in between.
     # Indices are sorted in ascending order.
     # If num_paragraphs = 11:
     # Valid indices example : [0, 1, 9, 10]
@@ -106,9 +102,11 @@ def _is_contiguous(indices: list[int]) -> bool:
     # Invalid indices example : [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
     if len(boilerplate_paragraph_indices) == num_paragraphs:
         return False
-    return _is_contiguous(boilerplate_paragraph_indices) and (
-        boilerplate_paragraph_indices[0] == 0 or boilerplate_paragraph_indices[-1] == num_paragraphs - 1
-    )
+    num_top = 0
+    while num_top < len(boilerplate_paragraph_indices) and boilerplate_paragraph_indices[num_top] == num_top:
+        num_top += 1
+    bottom_indices = boilerplate_paragraph_indices[num_top:]
+    return bottom_indices == list(range(num_paragraphs - len(bottom_indices), num_paragraphs))
 
 
 # Node types for processing abstract syntax tree
diff --git a/tests/stages/text/modules/test_modifiers.py b/tests/stages/text/modules/test_modifiers.py
index 17e097d4ef..a9ec133f2e 100644
--- a/tests/stages/text/modules/test_modifiers.py
+++ b/tests/stages/text/modules/test_modifiers.py
@@ -18,6 +18,7 @@
 from nemo_curator.stages.text.modifiers import DocumentModifier, Modify
 from nemo_curator.stages.text.modifiers.modifier import _normalize_input_fields, _normalize_output_fields
 from nemo_curator.stages.text.modifiers.string import (
+    BoilerPlateStringModifier,
     LineRemover,
     MarkdownRemover,
     NewlineNormalizer,
@@ -268,6 +269,34 @@ def test_dataset_modification(self) -> None:
         pd.testing.assert_frame_equal(output.data.reset_index(drop=True), expected_df.reset_index(drop=True))
 
 
+class TestBoilerPlateStringModifier:
+    def test_removes_boilerplate_at_top_and_bottom(self) -> None:
+        text = "We use cookies. See our privacy policy.\n\nFirst paragraph.\n\nSecond paragraph.\n\nTerms of use."
+        result = BoilerPlateStringModifier().modify_document(text)
+        assert result == "First paragraph.\n\nSecond paragraph."
+
+    def test_removes_boilerplate_at_bottom_only(self) -> None:
+        text = "First paragraph.\n\nSecond paragraph.\n\nTerms of use."
+        result = BoilerPlateStringModifier().modify_document(text)
+        assert result == "First paragraph.\n\nSecond paragraph."
+
+    def test_keeps_document_with_boilerplate_in_middle(self) -> None:
+        text = "Terms of use.\n\nFirst paragraph.\n\nPrivacy policy.\n\nSecond paragraph.\n\nTerms of use."
+        result = BoilerPlateStringModifier().modify_document(text)
+        assert result == text
+
+    def test_dataset_modification(self) -> None:
+        docs = [
+            "Cookie policy.\n\nKeep me.\n\nTerms of use.",
+            "Keep me.\n\nAnd me.",
+        ]
+        expected_results = ["Keep me.", "Keep me.\n\nAnd me."]
+        doc_batch = list_to_doc_batch(docs)
+        output = run_modify(BoilerPlateStringModifier(), doc_batch)
+        expected_df = pd.DataFrame({"text": expected_results})
+        pd.testing.assert_frame_equal(output.data.reset_index(drop=True), expected_df.reset_index(drop=True))
+
+
 class TestSlicer:
     def test_integer_indices(self) -> None:
         text = "Hello, world!"
diff --git a/tests/stages/text/utils/test_text_utils.py b/tests/stages/text/utils/test_text_utils.py
new file mode 100644
index 0000000000..8ecc8a318d
--- /dev/null
+++ b/tests/stages/text/utils/test_text_utils.py
@@ -0,0 +1,41 @@
+# Copyright (c) 2026, NVIDIA CORPORATION.  All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import pytest
+
+from nemo_curator.stages.text.utils.text_utils import is_paragraph_indices_in_top_or_bottom_only
+
+
+class TestIsParagraphIndicesInTopOrBottomOnly:
+    @pytest.mark.parametrize(
+        ("indices", "expected"),
+        [
+            ([0], True),
+            ([0, 1], True),
+            ([10], True),
+            ([9, 10], True),
+            ([0, 1, 9, 10], True),
+            ([0, 10], True),
+            ([5], False),
+            ([1, 2], False),
+            ([8, 9], False),
+            ([0, 1, 3, 9, 10], False),
+            ([0, 1, 3, 5, 6, 9, 10], False),
+            ([0, 2], False),
+            ([8, 10], False),
+            (list(range(11)), False),
+        ],
+    )
+    def test_indices(self, indices: list[int], expected: bool) -> None:
+        assert is_paragraph_indices_in_top_or_bottom_only(indices, 11) is expected