diff --git a/README.md b/README.md
index 06b71bfb..60952e1f 100644
--- a/README.md
+++ b/README.md
@@ -106,7 +106,7 @@ Available dataset names (which can be used with `create_dataset()`):
 - `NumberSortingDataset`: Sort lists of numbers in ascending or descending order
 - `LetterJumbleDataset`: Unscramble words that have had their letters randomly jumbled 
 - `SpellBackwardDataset`: Spell individual words backward (e.g. "sun" -> "nus")
-- `WordReversalDataset`: Reverse word order in text spans
+- `WordSequenceReversalDataset`: Reverse word order in text spans
 
 #### Cognition Tasks
 
diff --git a/reasoning_gym/algorithmic/__init__.py b/reasoning_gym/algorithmic/__init__.py
index b9810fdc..7026cc7d 100644
--- a/reasoning_gym/algorithmic/__init__.py
+++ b/reasoning_gym/algorithmic/__init__.py
@@ -13,7 +13,7 @@ from .letter_jumble import LetterJumbleConfig, LetterJumbleDataset
 from .number_filtering import NumberFilteringConfig, NumberFilteringDataset
 from .number_sorting import NumberSortingConfig, NumberSortingDataset
 from .spell_backward import SpellBackwardConfig, SpellBackwardDataset
-from .word_reversal import WordReversalConfig, WordReversalDataset
+from .word_reversal import WordSequenceReversalConfig, WordSequenceReversalDataset
 
 __all__ = [
     "SpellBackwardConfig",
@@ -30,6 +30,6 @@ __all__ = [
     "NumberFilteringDataset",
     "NumberSortingConfig",
     "NumberSortingDataset",
-    "WordReversalConfig",
-    "WordReversalDataset",
+    "WordSequenceReversalConfig",
+    "WordSequenceReversalDataset",
 ]
diff --git a/reasoning_gym/algorithmic/word_reversal.py b/reasoning_gym/algorithmic/word_reversal.py
index b08b459d..ce9f273d 100644
--- a/reasoning_gym/algorithmic/word_reversal.py
+++ b/reasoning_gym/algorithmic/word_reversal.py
@@ -10,8 +10,8 @@ from ..factory import ProceduralDataset, register_dataset
 
 
 @dataclass
-class WordReversalConfig:
-    """Configuration for word reversal task generation"""
+class WordSequenceReversalConfig:
+    """Configuration for word sequence reversal task generation"""
 
     min_words: int = 3  # Minimum words in list
     max_words: int = 8  # Maximum words in list
@@ -24,8 +24,8 @@ class WordReversalConfig:
         assert self.max_words >= self.min_words, "max_words must be >= min_words"
 
 
-class WordReversalDataset(ProceduralDataset):
-    """Generates word reversal tasks from text spans"""
+class WordSequenceReversalDataset(ProceduralDataset):
+    """Generates word sequence reversal tasks from text spans"""
 
     def __init__(self, config: WordReversalConfig):
         super().__init__(config=config, seed=config.seed, size=config.size)
@@ -55,4 +55,4 @@ class WordReversalDataset(ProceduralDataset):
         }
 
 
-register_dataset("word_reversal", WordReversalDataset, WordReversalConfig)
+register_dataset("word_sequence_reversal", WordSequenceReversalDataset, WordSequenceReversalConfig)
diff --git a/tests/test_word_reversal.py b/tests/test_word_reversal.py
index 310f9cc1..bcf042ce 100644
--- a/tests/test_word_reversal.py
+++ b/tests/test_word_reversal.py
@@ -3,13 +3,13 @@
 import pytest
 
 from reasoning_gym.algorithmic.spell_backward import SpellBackwardConfig, SpellBackwardDataset
-from reasoning_gym.algorithmic.word_reversal import WordReversalConfig, WordReversalDataset
+from reasoning_gym.algorithmic.word_reversal import WordSequenceReversalConfig, WordSequenceReversalDataset
 
 
-def test_word_reversal_config_validation():
+def test_word_sequence_reversal_config_validation():
     """Test that invalid configs raise appropriate errors"""
     with pytest.raises(AssertionError):
-        config = WordReversalConfig(min_words=0)
+        config = WordSequenceReversalConfig(min_words=0)
         config.validate()
 
     with pytest.raises(AssertionError):
@@ -17,20 +17,20 @@ def test_word_reversal_config_validation():
         config.validate()
 
 
-def test_word_reversal_dataset_deterministic():
+def test_word_sequence_reversal_dataset_deterministic():
     """Test that dataset generates same items with same seed"""
-    config = WordReversalConfig(seed=42, size=10)
-    dataset1 = WordReversalDataset(config)
-    dataset2 = WordReversalDataset(config)
+    config = WordSequenceReversalConfig(seed=42, size=10)
+    dataset1 = WordSequenceReversalDataset(config)
+    dataset2 = WordSequenceReversalDataset(config)
 
     for i in range(len(dataset1)):
         assert dataset1[i] == dataset2[i]
 
 
-def test_word_reversal_dataset_items():
+def test_word_sequence_reversal_dataset_items():
     """Test basic properties of generated items"""
-    config = WordReversalConfig(min_words=3, max_words=6, size=10, seed=42)
-    dataset = WordReversalDataset(config)
+    config = WordSequenceReversalConfig(min_words=3, max_words=6, size=10, seed=42)
+    dataset = WordSequenceReversalDataset(config)
 
     for i in range(len(dataset)):
         item = dataset[i]
@@ -109,10 +109,10 @@ def test_spell_backward_dataset_iteration():
     assert items == list(dataset)
 
 
-def test_word_reversal_dataset_iteration():
+def test_word_sequence_reversal_dataset_iteration():
     """Test that iteration respects dataset size"""
-    config = WordReversalConfig(size=5, seed=42)
-    dataset = WordReversalDataset(config)
+    config = WordSequenceReversalConfig(size=5, seed=42)
+    dataset = WordSequenceReversalDataset(config)
 
     items = list(dataset)
     assert len(items) == config.size
@@ -121,10 +121,10 @@ def test_word_reversal_dataset_iteration():
     assert items == list(dataset)
 
 
-def test_word_reversal_text_preprocessing():
+def test_word_sequence_reversal_text_preprocessing():
     """Test that text preprocessing handles edge cases"""
-    config = WordReversalConfig(size=1, seed=42)
-    dataset = WordReversalDataset(config)
+    config = WordSequenceReversalConfig(size=1, seed=42)
+    dataset = WordSequenceReversalDataset(config)
 
     # Verify words were extracted from text
     assert len(dataset.words) > 0