diff --git a/CHANGELOG.md b/CHANGELOG.md
index 97213f8..4790e86 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -27,3 +27,4 @@
 * 0.9.3 - Addition of coverage support. Tests for traversal.py. pytest support. Test orchestration using pytest-order and pytest-dependency. Fixed TrieValueError export.
 * 0.9.4 - Addition of tests for is_triekeytoke(), is_hashable(), get() methods and for TrieEntry(). Fixed bugs in TrieEntry __eq__ and __hash__ dunder methods. Rewrote __getitem__ and __contains__ dunder tests, added __delitem__ dunder tests. Excluded test_play.py and testspec.py from coverage measurements. Changed Nodes class to use __slots__ for attributes. Added tuplization of keys when creating TrieEntrys' to aid in immutability preservation.
 * 0.9.5 - Benchmarking code, addition of py.typed for type support
+* 0.9.6 - mypy types cleanup, addition of sphinxawesome-theme to \[dependency-groups.dev\]
diff --git a/bench/bench_performance.py b/bench/bench_performance.py
index 452948b..3184dd0 100755
--- a/bench/bench_performance.py
+++ b/bench/bench_performance.py
@@ -3,9 +3,6 @@
 # pylint: disable=wrong-import-position, too-many-instance-attributes, line-too-long
 # pylint: disable=too-many-positional-arguments, too-many-arguments, too-many-locals
 # pyright: reportUnnecessaryTypeIgnoreComment=warning
-
-# Note: pytest-benchmark does not expose proper typing hence the many type
-# ignores on lines related to benchmark and benchmark.info
 '''bench_performance.py
 
 Benchmark for the Generalized Trie implementation.
@@ -27,7 +24,7 @@
 
 import pytest
 
-from gentrie import GeneralizedTrie, GeneralizedKey
+from gentrie import GeneralizedTrie, GeneralizedKey, TrieEntry
 
 # More robust benchmark configuration
 BENCHMARK_CONFIG: dict[str, Any] = {
@@ -176,7 +173,7 @@ def english_words():
 @pytest.mark.benchmark(group="Build trie from English wordset using update()", **BENCHMARK_CONFIG)
 @pytest.mark.parametrize('runtime_validation', [False, True])
 def test_organic_build_with_update_from_english_words_list(
-       benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+       benchmark,
        runtime_validation: bool):
     '''Benchmark the adding of a list of english words to the trie using update()
 
@@ -189,9 +186,9 @@ def helper_create_dictionary(words: Sequence[str], runtime_validation: bool) ->
         return trie
 
     gc.collect()
-    benchmark.extra_info['number_of_words'] = len(TEST_ENGLISH_WORDS)  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['average_word_length'] = (  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['number_of_words'] = len(TEST_ENGLISH_WORDS)
+    benchmark.extra_info['runtime_validation'] = runtime_validation
+    benchmark.extra_info['average_word_length'] = (
         sum(len(word) for word in TEST_ENGLISH_WORDS) / len(TEST_ENGLISH_WORDS) if TEST_ENGLISH_WORDS else 0)
     benchmark(helper_create_dictionary,
               words=TEST_ENGLISH_WORDS,
@@ -201,7 +198,7 @@ def helper_create_dictionary(words: Sequence[str], runtime_validation: bool) ->
 @pytest.mark.benchmark(group="Microbenchmark update() building trie from English words", **BENCHMARK_CONFIG)
 @pytest.mark.parametrize('runtime_validation', [False, True])
 def test_microbenchmarking_update_for_build_from_english_words_list(
-       benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+       benchmark,
        runtime_validation: bool):
     '''Benchmark the adding of keys to the trie using update()
 
@@ -218,12 +215,12 @@ def setup():
     rounds = len(TEST_ENGLISH_WORDS)  # Rounds limited to prevent exhaustion
 
     gc.collect()
-    benchmark.extra_info['number_of_words'] = len(TEST_ENGLISH_WORDS)  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['average_word_length'] = (  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['number_of_words'] = len(TEST_ENGLISH_WORDS)
+    benchmark.extra_info['runtime_validation'] = runtime_validation
+    benchmark.extra_info['average_word_length'] = (
         sum(len(word) for word in TEST_ENGLISH_WORDS) / len(TEST_ENGLISH_WORDS) if TEST_ENGLISH_WORDS else 0)
 
-    benchmark.pedantic(benchmark_trie.update,  # pyright: ignore[reportUnknownMemberType]
+    benchmark.pedantic(benchmark_trie.update,
                        setup=setup,
                        rounds=rounds,
                        iterations=1)
@@ -234,7 +231,7 @@ def setup():
 @pytest.mark.parametrize('runtime_validation', [False, True])
 @pytest.mark.parametrize('depth', TEST_DEPTHS)
 def test_build_with_update(
-       benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+       benchmark,
        runtime_validation: bool,
        depth: int):
     '''Benchmark the adding of keys to the trie using update()
@@ -249,12 +246,12 @@ def setup():
     rounds = len(TEST_DATA[depth])  # Rounds limited to prevent exhaustion
 
     gc.collect()
-    benchmark.extra_info['depth'] = depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['average_word_length'] = (  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['depth'] = depth
+    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])
+    benchmark.extra_info['runtime_validation'] = runtime_validation
+    benchmark.extra_info['average_word_length'] = (
         sum(len(word) for word in TEST_DATA[depth]) / len(TEST_DATA[depth]) if TEST_DATA[depth] else 0)
-    benchmark.pedantic(benchmark_trie.update,  # pyright: ignore[reportUnknownMemberType]
+    benchmark.pedantic(benchmark_trie.update,
                        setup=setup,
                        rounds=rounds,
                        iterations=1)
@@ -265,7 +262,7 @@ def setup():
 @pytest.mark.parametrize('runtime_validation', [False, True])
 @pytest.mark.parametrize('depth', TEST_DEPTHS)
 def test_build_with_add(
-       benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+       benchmark,
        runtime_validation: bool,
        depth: int):
     '''Benchmark the adding of keys to the trie using add()
@@ -280,12 +277,12 @@ def setup():
     rounds = len(TEST_DATA[depth])
 
     gc.collect()
-    benchmark.extra_info['depth'] = depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['average_word_length'] = (  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['depth'] = depth
+    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])
+    benchmark.extra_info['runtime_validation'] = runtime_validation
+    benchmark.extra_info['average_word_length'] = (
         sum(len(word) for word in TEST_DATA[depth]) / len(TEST_DATA[depth]) if TEST_DATA[depth] else 0)
-    benchmark.pedantic(benchmark_trie.add,  # pyright: ignore[reportUnknownMemberType]
+    benchmark.pedantic(benchmark_trie.add,
                        setup=setup,
                        rounds=rounds,
                        iterations=1)
@@ -296,7 +293,7 @@ def setup():
 @pytest.mark.parametrize('runtime_validation', [False, True])
 @pytest.mark.parametrize('depth', TEST_DEPTHS)
 def test_updating_trie(
-        benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+        benchmark,
         runtime_validation: bool,
         depth: int):
     '''Benchmark the update value for a key operation on a populated trie.
@@ -317,7 +314,7 @@ def test_updating_trie(
                        **BENCHMARK_CONFIG)
 @pytest.mark.parametrize('runtime_validation', [False, True])
 @pytest.mark.parametrize('depth', TEST_DEPTHS)
-def test_key_in_trie(benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+def test_key_in_trie(benchmark,
                      runtime_validation: bool,
                      depth: int) -> None:
     '''Benchmark using keys with the in operator for GeneralizedTrie.
@@ -328,10 +325,10 @@ def test_key_in_trie(benchmark,  # pyright: ignore[reportUnknownParameterType, r
     benchmark_key: str = TEST_DATA[depth][-1]  # Use the last key for benchmarking
     gc.collect()
     benchmark_trie.runtime_validation = runtime_validation
-    benchmark.extra_info['depth'] = depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['average_word_length'] = (  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['depth'] = depth
+    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])
+    benchmark.extra_info['runtime_validation'] = runtime_validation
+    benchmark.extra_info['average_word_length'] = (
         sum(len(word) for word in TEST_DATA[depth]) / len(TEST_DATA[depth]) if TEST_DATA[depth] else 0)
     benchmark(benchmark_trie.__contains__, benchmark_key)
 
@@ -339,7 +336,7 @@ def test_key_in_trie(benchmark,  # pyright: ignore[reportUnknownParameterType, r
 @pytest.mark.benchmark(group="Microbenchmark __contains__() for missing keys using synthetic data", **BENCHMARK_CONFIG)
 @pytest.mark.parametrize('runtime_validation', [False, True])
 @pytest.mark.parametrize('depth', TEST_DEPTHS)
-def test_key_not_in_trie(benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+def test_key_not_in_trie(benchmark,
                          runtime_validation: bool,
                          depth: int) -> None:
     '''Benchmark missing keys with the in operator for GeneralizedTrie.
@@ -350,10 +347,10 @@ def test_key_not_in_trie(benchmark,  # pyright: ignore[reportUnknownParameterTyp
     benchmark_trie.runtime_validation = runtime_validation
 
     gc.collect()
-    benchmark.extra_info['depth'] = depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['average_word_length'] = (  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['depth'] = depth
+    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])
+    benchmark.extra_info['runtime_validation'] = runtime_validation
+    benchmark.extra_info['average_word_length'] = (
         sum(len(word) for word in TEST_DATA[depth]) / len(TEST_DATA[depth]) if TEST_DATA[depth] else 0)
     benchmark(benchmark_trie.__contains__, missing_key)
 
@@ -361,7 +358,7 @@ def test_key_not_in_trie(benchmark,  # pyright: ignore[reportUnknownParameterTyp
 @pytest.mark.benchmark(group="Microbenchmark remove() method using synthetic data", **BENCHMARK_CONFIG)
 @pytest.mark.parametrize('runtime_validation', [False, True])
 @pytest.mark.parametrize('depth', TEST_DEPTHS)
-def test_remove_key_from_trie(benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+def test_remove_key_from_trie(benchmark,
                               runtime_validation: bool,
                               depth: int) -> None:
     '''Benchmark remove() method for GeneralizedTrie.
@@ -380,12 +377,12 @@ def setup():
     rounds = len(test_data)  # Rounds limited to prevent exhaustion
 
     gc.collect()
-    benchmark.extra_info['depth'] = depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['average_word_length'] = (  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['depth'] = depth
+    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])
+    benchmark.extra_info['runtime_validation'] = runtime_validation
+    benchmark.extra_info['average_word_length'] = (
         sum(len(word) for word in test_data) / len(test_data) if test_data else 0)
-    benchmark.pedantic(benchmark_trie.remove,  # pyright: ignore[reportUnknownMemberType]
+    benchmark.pedantic(benchmark_trie.remove,
                        setup=setup,
                        rounds=rounds)
 
@@ -394,7 +391,7 @@ def setup():
                        **BENCHMARK_CONFIG)
 @pytest.mark.parametrize('runtime_validation', [False, True])
 @pytest.mark.parametrize('depth', TEST_DEPTHS)
-def test_get(benchmark,  # pyright: ignore[reportUnknownParameterType, reportMissingParameterType]
+def test_get(benchmark,
              runtime_validation: bool,
              depth: int) -> None:
     '''Benchmark get() method for GeneralizedTrie.
@@ -411,12 +408,12 @@ def setup():
     rounds = len(test_data)  # Rounds limited to prevent exhaustion
 
     gc.collect()
-    benchmark.extra_info['depth'] = depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['average_word_length'] = (  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['depth'] = depth
+    benchmark.extra_info['number_of_words'] = len(TEST_DATA[depth])
+    benchmark.extra_info['runtime_validation'] = runtime_validation
+    benchmark.extra_info['average_word_length'] = (
         sum(len(word) for word in test_data) / len(test_data) if test_data else 0)
-    benchmark.pedantic(benchmark_trie.get,  # pyright: ignore[reportUnknownMemberType]
+    benchmark.pedantic(benchmark_trie.get,
                        setup=setup,
                        rounds=rounds)
 
@@ -424,7 +421,7 @@ def setup():
 @pytest.mark.benchmark(group="Microbenchmark prefixes() using synthetic data", **BENCHMARK_CONFIG)
 @pytest.mark.parametrize('runtime_validation', [False, True])
 @pytest.mark.parametrize('depth', [3, 4, 5, 6, 7, 8, 9])
-def test_prefixes(benchmark,  # pyright: ignore[reportMissingParameterType, reportUnknownParameterType]
+def test_prefixes(benchmark,
                   runtime_validation: bool,
                   depth: int):
     """Benchmark trie prefixes() method.
@@ -443,7 +440,7 @@ def test_prefixes(benchmark,  # pyright: ignore[reportMissingParameterType, repo
     trie.runtime_validation = runtime_validation
     search_key = TEST_DATA[depth][0]
 
-    def helper_prefixes(trie: GeneralizedTrie, search_key: GeneralizedKey) -> list[GeneralizedKey]:
+    def helper_prefixes(trie: GeneralizedTrie, search_key: GeneralizedKey) -> list[TrieEntry]:
         return list(trie.prefixes(search_key))
 
     gc.collect()
@@ -453,10 +450,10 @@ def helper_prefixes(trie: GeneralizedTrie, search_key: GeneralizedKey) -> list[G
     # with additional overhead vs the generator approach.
 
     results: list[GeneralizedKey] = cast(list[GeneralizedKey], benchmark(helper_prefixes, trie, search_key))
-    benchmark.extra_info['number_of_matches_per_query'] = len(results)  # pyright: ignore
-    benchmark.extra_info['keys_in_trie'] = len(trie)  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['depth'] = depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['number_of_matches_per_query'] = len(results)
+    benchmark.extra_info['keys_in_trie'] = len(trie)
+    benchmark.extra_info['depth'] = depth
+    benchmark.extra_info['runtime_validation'] = runtime_validation
 
 
 @pytest.mark.benchmark(group="Microbenchmark prefixed_by() using synthetic data",
@@ -465,7 +462,7 @@ def helper_prefixes(trie: GeneralizedTrie, search_key: GeneralizedKey) -> list[G
 @pytest.mark.parametrize('trie_depth', [7])
 @pytest.mark.parametrize('key_depth', [2, 3, 4])  # Focus on manageable depths
 @pytest.mark.parametrize('search_depth', [1, 2, 3])  # Focus on manageable depths
-def test_prefixed_by(benchmark,  # pyright: ignore[reportMissingParameterType, reportUnknownParameterType]
+def test_prefixed_by(benchmark,
                      runtime_validation: bool,
                      trie_depth: int,
                      key_depth: int,
@@ -490,7 +487,7 @@ def test_prefixed_by(benchmark,  # pyright: ignore[reportMissingParameterType, r
 
     def helper_prefixed_by(trie: GeneralizedTrie,
                            search_key: GeneralizedKey,
-                           search_depth: int) -> list[GeneralizedKey]:
+                           search_depth: int) -> list[TrieEntry]:
         return list(trie.prefixed_by(search_key, search_depth))
 
     gc.collect()
@@ -500,12 +497,12 @@ def helper_prefixed_by(trie: GeneralizedTrie,
     # with additional overhead vs the generator approach.
     results: list[GeneralizedKey] = cast(list[GeneralizedKey],
                                          benchmark(helper_prefixed_by, trie, search_key, search_depth))
-    benchmark.extra_info['number_of_matches_per_query'] = len(results)  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['keys_in_trie'] = len(trie)  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['trie_depth'] = trie_depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['search_depth'] = search_depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['key_depth'] = key_depth  # pyright: ignore[reportUnknownMemberType]
-    benchmark.extra_info['runtime_validation'] = runtime_validation  # pyright: ignore[reportUnknownMemberType]
+    benchmark.extra_info['number_of_matches_per_query'] = len(results)
+    benchmark.extra_info['keys_in_trie'] = len(trie)
+    benchmark.extra_info['trie_depth'] = trie_depth
+    benchmark.extra_info['search_depth'] = search_depth
+    benchmark.extra_info['key_depth'] = key_depth
+    benchmark.extra_info['runtime_validation'] = runtime_validation
 
 
 if __name__ == "__main__":
diff --git a/bench/benchmark_gentri.py b/bench/benchmark_gentri.py
index 50815f8..221147a 100755
--- a/bench/benchmark_gentri.py
+++ b/bench/benchmark_gentri.py
@@ -4,6 +4,14 @@
 Benchmark for the Generalized Trie implementation.
 This script runs a series of tests to measure the performance of the Generalized Trie
 against a set of predefined test cases.
+
+The Generalized Trie is a data structure that allows for efficient storage and retrieval
+of keys that can be composed of various types of tokens, not just strings.
+
+
+The benchmark includes tests for insertion, search, and deletion operations,
+as well as tests for different key depths and symbol sets.
+
 '''
 # pylint: disable=wrong-import-position, too-many-instance-attributes
 # pylint: disable=too-many-positional-arguments, too-many-arguments, too-many-locals
@@ -636,7 +644,7 @@ class BenchCase:
     graph_y_starts_at_zero: bool = True
     graph_x_labels_rotation: float = 0.0
 
-    def __post_init__(self):
+    def __post_init__(self) -> None:
         self.results: list[BenchResults] = []
 
     @property
@@ -650,7 +658,7 @@ def expanded_kwargs_variations(self) -> list[dict[str, Any]]:
         values = [self.kwargs_variations[key] for key in keys]
         return [dict(zip(keys, v)) for v in itertools.product(*values)]
 
-    def run(self):
+    def run(self) -> None:
         """Run the benchmark tests.
 
         This method will execute the benchmark for each combination of
@@ -1042,7 +1050,7 @@ def default_runner(
                             description=f'[green] Benchmarking {group} (iteration {iteration_pass:<6d}; '
                                         f'time {0.00:<3.2f}s)')
             PROGRESS.start_task(TASKS[tasks_name])
-        total_elapsed: float = 0
+        total_elapsed: int = 0
         iterations_list: list[BenchIteration] = []
         while ((iteration_pass <= iterations_min or wall_time < min_stop_at)
                 and wall_time < max_stop_at):
@@ -1050,7 +1058,7 @@ def default_runner(
             iteration_result = BenchIteration()
             iteration_result.elapsed = 0
 
-            if isinstance(setup, Callable):
+            if callable(setup):
                 setup()
 
             # Timer for benchmarked code
@@ -1058,7 +1066,7 @@ def default_runner(
             action()
             timer_end: int = DEFAULT_TIMER()
 
-            if isinstance(teardown, Callable):
+            if callable(teardown):
                 teardown()
 
             if iteration_pass == 1:
@@ -1724,13 +1732,13 @@ def run_benchmarks(args: Namespace):
             if case.results:
                 if args.json or args.json_data:
                     data_export.append(case.as_dict(args=args))
-
+                graph_file: Path
                 if args.graph:
                     if args.ops:
-                        graph_file: Path = benchmark_run_dir.joinpath(f'benchmark_graph_ops_{case.group[:60]}.svg')
+                        graph_file = benchmark_run_dir.joinpath(f'benchmark_graph_ops_{case.group[:60]}.svg')
                         case.plot_ops_results(graph_file)
                     if args.timing:
-                        graph_file: Path = benchmark_run_dir.joinpath(f'benchmark_graph_timing_{case.group[:60]}.svg')
+                        graph_file = benchmark_run_dir.joinpath(f'benchmark_graph_timing_{case.group[:60]}.svg')
                         case.plot_timing_results(graph_file)
 
                 if args.csv:
@@ -1782,7 +1790,7 @@ def run_benchmarks(args: Namespace):
                 PROGRESS.remove_task(task)
 
 
-def main():
+def main() -> None:
     """Main entry point for running benchmarks."""
     parser = ArgumentParser(description='Run GeneralizedTrie benchmarks.')
     parser.add_argument('--verbose', action='store_true', help='Enable verbose output')
diff --git a/docs/html/.buildinfo.bak b/docs/html/.buildinfo.bak
index 88091ad..906b29b 100644
--- a/docs/html/.buildinfo.bak
+++ b/docs/html/.buildinfo.bak
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: e4d6d212882c2343c907aa4e56dbd288
+config: 7ccba592787a2b5a3e11d3594a57a1d6
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/html/_static/documentation_options.js b/docs/html/_static/documentation_options.js
index bd9a7f8..df9d7e5 100644
--- a/docs/html/_static/documentation_options.js
+++ b/docs/html/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '0.9.4',
+    VERSION: '0.9.6',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/docs/html/benchmarks.html b/docs/html/benchmarks.html
index 9d4fa91..5d36a4d 100644
--- a/docs/html/benchmarks.html
+++ b/docs/html/benchmarks.html
@@ -7,9 +7,9 @@
 <meta content="white" media="(prefers-color-scheme: light)" name="theme-color"/>
 <meta content="black" media="(prefers-color-scheme: dark)" name="theme-color"/>
 <meta content="width=device-width, initial-scale=1" name="viewport"/>
-<title>Benchmarks | gen-tries 0.9.4 documentation</title>
-<meta content="Benchmarks | gen-tries 0.9.4 documentation" property="og:title"/>
-<meta content="Benchmarks | gen-tries 0.9.4 documentation" name="twitter:title"/>
+<title>Benchmarks | gen-tries 0.9.6 documentation</title>
+<meta content="Benchmarks | gen-tries 0.9.6 documentation" property="og:title"/>
+<meta content="Benchmarks | gen-tries 0.9.6 documentation" name="twitter:title"/>
 <link href="_static/pygments.css?v=c309799c" rel="stylesheet" type="text/css"/>
 <link href="_static/theme.css?v=42baaae4" rel="stylesheet" type="text/css"/>
 <link href="search.html" rel="search" title="Search"/>
@@ -34,7 +34,7 @@
       Skip to content
     </a><header class="sticky top-0 z-40 w-full border-b shadow-sm border-border supports-backdrop-blur:bg-background/60 bg-background/95 backdrop-blur"><div class="container flex items-center h-14">
 <div class="hidden mr-4 md:flex">
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@@ -1102,7 +1102,7 @@ <h3>Creating a Trie Of English Words<a class="headerlink" href="#creating-a-trie
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+<script src="_static/documentation_options.js?v=564a08b9"></script>
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-    <meta name="twitter:title" content="Index | gen-tries 0.9.4 documentation" />
+    <title>Index | gen-tries 0.9.6 documentation</title>
+    <meta property="og:title" content="Index | gen-tries 0.9.6 documentation" />
+    <meta name="twitter:title" content="Index | gen-tries 0.9.6 documentation" />
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@@ -183,6 +183,8 @@ <h2 id="C">C</h2>
 
       <ul style="list-style-type:none">
         <li><a href="gentrie.trie.html#gentrie.trie.base.TrieBase.clear">(gentrie.trie.base.TrieBase method)</a>
+</li>
+        <li><a href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.clear">(gentrie.trie.trie_mixins.TrieMixinsInterface method)</a>
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@@ -747,7 +749,7 @@ <h2 id="V">V</h2>
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   </div>
   
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+    <script src="_static/documentation_options.js?v=564a08b9"></script>
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-        <link rel="index" title="Index" href="genindex.html" />
-          <link rel="next" title="gentrie.trie package" href="gentrie.trie.html" />
-          <link rel="prev" title="Benchmarks" href="benchmarks.html" />
 
-    <script>
+<html :class="{'dark': darkMode === 'dark' || (darkMode === 'system' &amp;&amp; window.matchMedia('(prefers-color-scheme: dark)').matches)}" class="scroll-smooth" data-content_root="./" lang="en" x-data="{ darkMode: localStorage.getItem('darkMode') || localStorage.setItem('darkMode', 'system'), activeSection: '' }" x-init="$watch('darkMode', val =&gt; localStorage.setItem('darkMode', val))">
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+<title>gentrie package | gen-tries 0.9.6 documentation</title>
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+<meta content="gentrie package | gen-tries 0.9.6 documentation" name="twitter:title"/>
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+<link href="genindex.html" rel="index" title="Index"/>
+<link href="gentrie.trie.html" rel="next" title="gentrie.trie package"/>
+<link href="benchmarks.html" rel="prev" title="Benchmarks"/>
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 </nav>
-
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-      <section id="gentrie-package">
+<div id="content" role="main">
+<section id="gentrie-package">
 <h1>gentrie package<a class="headerlink" href="#gentrie-package" title="Link to this heading">¶</a></h1>
 <section id="subpackages">
-<h2>Subpackages<a class="headerlink" href="#subpackages" title="Link to this heading">¶</a></h2>
+<h2>Subpackages<a class="headerlink" href="#subpackages" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#subpackages'">¶</a></h2>
 <div class="toctree-wrapper compound">
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="gentrie.trie.html">gentrie.trie package</a><ul>
@@ -216,6 +166,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Link to this hea
 <li class="toctree-l3"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.add"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.add()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.children"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.children</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.clear"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.clear()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.get"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.get()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.ident"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.ident</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.parent"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.parent</span></code></a></li>
@@ -240,108 +191,92 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Link to this hea
 </div>
 </section>
 <section id="submodules">
-<h2>Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
+<h2>Submodules<a class="headerlink" href="#submodules" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#submodules'">¶</a></h2>
 </section>
 <section id="module-gentrie.exceptions">
-<span id="gentrie-exceptions-module"></span><h2>gentrie.exceptions module<a class="headerlink" href="#module-gentrie.exceptions" title="Link to this heading">¶</a></h2>
+<span id="gentrie-exceptions-module"></span><h2>gentrie.exceptions module<a class="headerlink" href="#module-gentrie.exceptions" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#module-gentrie.exceptions'">¶</a></h2>
 <p>Custom exceptions for the gentrie package.</p>
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.exceptions.DuplicateKeyError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">DuplicateKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.DuplicateKeyError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">DuplicateKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.DuplicateKeyError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.DuplicateKeyError'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#gentrie.exceptions.TrieKeyError" title="gentrie.exceptions.TrieKeyError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyError</span></code></a></p>
 <p>Raised when an attempt is made to add a key that is already in the trie
 with a different associated value.</p>
 <p>This is a sub-class of <a class="reference internal" href="#gentrie.exceptions.TrieKeyError" title="gentrie.exceptions.TrieKeyError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyError</span></code></a>.</p>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">ErrorTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.ErrorTag" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">ErrorTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.ErrorTag" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></a>, <a class="reference external" href="https://docs.python.org/3/library/enum.html#enum.Enum" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></a></p>
 <p>Tags for error path identification for tests for the gentrie packages.</p>
 <p>ErrorTags’ are used to identify specific error conditions in the gentrie package.
 Tests use these tags to assert specific error condition paths.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.GETITEM_ID_NOT_FOUND">
-<span class="sig-name descname"><span class="pre">GETITEM_ID_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_ID_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.GETITEM_ID_NOT_FOUND" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">GETITEM_ID_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_ID_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.GETITEM_ID_NOT_FOUND" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.GETITEM_ID_NOT_FOUND'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.GETITEM_INVALID_KEY_TYPE">
-<span class="sig-name descname"><span class="pre">GETITEM_INVALID_KEY_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_INVALID_KEY_TYPE'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.GETITEM_INVALID_KEY_TYPE" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">GETITEM_INVALID_KEY_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_INVALID_KEY_TYPE'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.GETITEM_INVALID_KEY_TYPE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.GETITEM_INVALID_KEY_TYPE'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.GETITEM_KEY_NOT_FOUND">
-<span class="sig-name descname"><span class="pre">GETITEM_KEY_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_KEY_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.GETITEM_KEY_NOT_FOUND" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">GETITEM_KEY_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_KEY_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.GETITEM_KEY_NOT_FOUND" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.GETITEM_KEY_NOT_FOUND'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.GETITEM_NOT_TERMINAL">
-<span class="sig-name descname"><span class="pre">GETITEM_NOT_TERMINAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_NOT_TERMINAL'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.GETITEM_NOT_TERMINAL" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">GETITEM_NOT_TERMINAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_NOT_TERMINAL'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.GETITEM_NOT_TERMINAL" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.GETITEM_NOT_TERMINAL'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.REMOVAL_INVALID_KEY_TYPE">
-<span class="sig-name descname"><span class="pre">REMOVAL_INVALID_KEY_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REMOVAL_INVALID_KEY_TYPE'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.REMOVAL_INVALID_KEY_TYPE" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">REMOVAL_INVALID_KEY_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REMOVAL_INVALID_KEY_TYPE'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.REMOVAL_INVALID_KEY_TYPE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.REMOVAL_INVALID_KEY_TYPE'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.REMOVAL_KEY_NOT_FOUND">
-<span class="sig-name descname"><span class="pre">REMOVAL_KEY_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REMOVAL_KEY_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.REMOVAL_KEY_NOT_FOUND" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">REMOVAL_KEY_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REMOVAL_KEY_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.REMOVAL_KEY_NOT_FOUND" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.REMOVAL_KEY_NOT_FOUND'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.STORE_ENTRY_DUPLICATE_KEY">
-<span class="sig-name descname"><span class="pre">STORE_ENTRY_DUPLICATE_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STORE_ENTRY_DUPLICATE_KEY'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.STORE_ENTRY_DUPLICATE_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">STORE_ENTRY_DUPLICATE_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STORE_ENTRY_DUPLICATE_KEY'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.STORE_ENTRY_DUPLICATE_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.STORE_ENTRY_DUPLICATE_KEY'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY">
-<span class="sig-name descname"><span class="pre">STORE_ENTRY_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STORE_ENTRY_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">STORE_ENTRY_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STORE_ENTRY_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE">
-<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_BAD_DEPTH_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_BAD_DEPTH_TYPE'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_BAD_DEPTH_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_BAD_DEPTH_TYPE'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE">
-<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_BAD_DEPTH_VALUE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_BAD_DEPTH_VALUE'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_BAD_DEPTH_VALUE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_BAD_DEPTH_VALUE'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY">
-<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.exceptions.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY">
-<span class="sig-name descname"><span class="pre">TRIE_PREFIXES_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXES_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">TRIE_PREFIXES_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXES_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY'">¶</a></dt>
 <dd></dd></dl>
-
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.exceptions.InvalidGeneralizedKeyError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">InvalidGeneralizedKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.InvalidGeneralizedKeyError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">InvalidGeneralizedKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.InvalidGeneralizedKeyError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.InvalidGeneralizedKeyError'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#gentrie.exceptions.TrieTypeError" title="gentrie.exceptions.TrieTypeError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a></p>
 <p>Raised when a key is not a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code> object.</p>
 <p>This is a sub-class of <a class="reference internal" href="#gentrie.exceptions.TrieTypeError" title="gentrie.exceptions.TrieTypeError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a>.</p>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.exceptions.InvalidTrieKeyTokenError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">InvalidTrieKeyTokenError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.InvalidTrieKeyTokenError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">InvalidTrieKeyTokenError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.InvalidTrieKeyTokenError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.InvalidTrieKeyTokenError'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#gentrie.exceptions.TrieTypeError" title="gentrie.exceptions.TrieTypeError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a></p>
 <p>Raised when a token in a key is not a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code> object.</p>
 <p>This is a sub-class of <a class="reference internal" href="#gentrie.exceptions.TrieTypeError" title="gentrie.exceptions.TrieTypeError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a>.</p>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.exceptions.TrieKeyError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">TrieKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.TrieKeyError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">TrieKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.TrieKeyError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.TrieKeyError'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#KeyError" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">KeyError</span></code></a></p>
 <p>Base class for all trie-related key errors.</p>
 <p>It differs from a standard KeyError by the addition of a
@@ -358,10 +293,9 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.exceptions.TrieTypeError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">TrieTypeError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.TrieTypeError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">TrieTypeError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.TrieTypeError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.TrieTypeError'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#TypeError" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">TypeError</span></code></a></p>
 <p>Base class for all trie-related type errors.</p>
 <p>It differs from a standard TypeError by the addition of a
@@ -378,10 +312,9 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.exceptions.TrieValueError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">TrieValueError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.TrieValueError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.exceptions.</span></span><span class="sig-name descname"><span class="pre">TrieValueError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.exceptions.TrieValueError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.exceptions.TrieValueError'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#ValueError" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">ValueError</span></code></a></p>
 <p>Base class for all trie-related value errors.</p>
 <p>It differs from a standard ValueError by the addition of a
@@ -398,96 +331,85 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd>
 </dl>
 </dd></dl>
-
 </section>
 <section id="module-gentrie.nodes">
-<span id="gentrie-nodes-module"></span><h2>gentrie.nodes module<a class="headerlink" href="#module-gentrie.nodes" title="Link to this heading">¶</a></h2>
+<span id="gentrie-nodes-module"></span><h2>gentrie.nodes module<a class="headerlink" href="#module-gentrie.nodes" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#module-gentrie.nodes'">¶</a></h2>
 <p>Internal node implementation for the gentrie package.</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.nodes.Node">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.nodes.</span></span><span class="sig-name descname"><span class="pre">Node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.GeneralizedTrie" title="gentrie.trie.GeneralizedTrie"><span class="pre">GeneralizedTrie</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#gentrie.nodes.Node" title="gentrie.nodes.Node"><span class="pre">Node</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.nodes.Node" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.nodes.</span></span><span class="sig-name descname"><span class="pre">Node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reference.html#gentrie.GeneralizedTrie" title="gentrie.GeneralizedTrie"><span class="pre">GeneralizedTrie</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#gentrie.nodes.Node" title="gentrie.nodes.Node"><span class="pre">Node</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.nodes.Node" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.nodes.Node'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#object" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></a></p>
 <p>A node in the trie.</p>
 <p>A node is a container for a key in the trie. It has a unique identifier
 and a reference to the key.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.nodes.Node.ident">
-<span class="sig-name descname"><span class="pre">ident</span></span><a class="headerlink" href="#gentrie.nodes.Node.ident" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">ident</span></span><a class="headerlink" href="#gentrie.nodes.Node.ident" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.nodes.Node.ident'">¶</a></dt>
 <dd><p>Unique identifier for the key.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><a class="reference internal" href="#gentrie.TrieId" title="gentrie.TrieId">TrieId</a></p>
+<dd class="field-odd"><p><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId">TrieId</a></p>
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.nodes.Node.token">
-<span class="sig-name descname"><span class="pre">token</span></span><a class="headerlink" href="#gentrie.nodes.Node.token" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">token</span></span><a class="headerlink" href="#gentrie.nodes.Node.token" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.nodes.Node.token'">¶</a></dt>
 <dd><p>Token for the key.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken">TrieKeyToken</a></p>
+<dd class="field-odd"><p><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken">TrieKeyToken</a></p>
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.nodes.Node.parent">
-<span class="sig-name descname"><span class="pre">parent</span></span><a class="headerlink" href="#gentrie.nodes.Node.parent" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">parent</span></span><a class="headerlink" href="#gentrie.nodes.Node.parent" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.nodes.Node.parent'">¶</a></dt>
 <dd><p>Reference to the parent node.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional[<a class="reference internal" href="gentrie.trie.html#gentrie.trie.GeneralizedTrie" title="gentrie.trie.GeneralizedTrie">GeneralizedTrie</a> | <a class="reference internal" href="#gentrie.nodes.Node" title="gentrie.nodes.Node">Node</a></p>
+<dd class="field-odd"><p>Optional[<a class="reference internal" href="reference.html#gentrie.GeneralizedTrie" title="gentrie.GeneralizedTrie">GeneralizedTrie</a> | <a class="reference internal" href="#gentrie.nodes.Node" title="gentrie.nodes.Node">Node</a></p>
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.nodes.Node.children">
-<span class="sig-name descname"><span class="pre">children</span></span><a class="headerlink" href="#gentrie.nodes.Node.children" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">children</span></span><a class="headerlink" href="#gentrie.nodes.Node.children" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.nodes.Node.children'">¶</a></dt>
 <dd><p>Dictionary of child nodes.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)">dict</a>[<a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken">TrieKeyToken</a>, <a class="reference internal" href="#gentrie.nodes.Node" title="gentrie.nodes.Node">Node</a>]</p>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)">dict</a>[<a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken">TrieKeyToken</a>, <a class="reference internal" href="#gentrie.nodes.Node" title="gentrie.nodes.Node">Node</a>]</p>
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="id0">
-<span class="sig-name descname"><span class="pre">children</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'Node'</span></span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#id0" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">children</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'Node'</span></span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#id0" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#id0'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="id1">
-<span class="sig-name descname"><span class="pre">ident</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#gentrie.TrieId" title="gentrie.TrieId"><span class="pre">TrieId</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#id1" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">ident</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#id1" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#id1'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="id2">
-<span class="sig-name descname"><span class="pre">parent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="s"><span class="pre">'GeneralizedTrie</span> <span class="pre">|</span> <span class="pre">Node'</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#id2" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">parent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="s"><span class="pre">'GeneralizedTrie</span> <span class="pre">|</span> <span class="pre">Node'</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#id2" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#id2'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="id3">
-<span class="sig-name descname"><span class="pre">token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><span class="pre">TrieKeyToken</span></a></em><a class="headerlink" href="#id3" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a></em><a class="headerlink" href="#id3" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#id3'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.nodes.Node.value">
-<span class="sig-name descname"><span class="pre">value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Any</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#gentrie.nodes.Node.value" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Any</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#gentrie.nodes.Node.value" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.nodes.Node.value'">¶</a></dt>
 <dd></dd></dl>
-
 </dd></dl>
-
 </section>
 <section id="module-gentrie.protocols">
-<span id="gentrie-protocols-module"></span><h2>gentrie.protocols module<a class="headerlink" href="#module-gentrie.protocols" title="Link to this heading">¶</a></h2>
+<span id="gentrie-protocols-module"></span><h2>gentrie.protocols module<a class="headerlink" href="#module-gentrie.protocols" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#module-gentrie.protocols'">¶</a></h2>
 <p>Protocols and type definitions for the gentrie package.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.protocols.GeneralizedKey">
-<span class="sig-prename descclassname"><span class="pre">gentrie.protocols.</span></span><span class="sig-name descname"><span class="pre">GeneralizedKey</span></span><a class="headerlink" href="#gentrie.protocols.GeneralizedKey" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.protocols.</span></span><span class="sig-name descname"><span class="pre">GeneralizedKey</span></span><a class="headerlink" href="#gentrie.protocols.GeneralizedKey" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.protocols.GeneralizedKey'">¶</a></dt>
 <dd><p>A <a class="reference internal" href="reference.html#gentrie.protocols.GeneralizedKey" title="gentrie.protocols.GeneralizedKey"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code></a> is an object of any class that is a <code class="xref py py-class docutils literal notranslate"><span class="pre">Sequence</span></code> and
 that when iterated returns tokens conforming to the <a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> protocol.</p>
 <div class="admonition warning">
@@ -513,19 +435,17 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <li><p><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple[int,</span> <span class="pre">int,</span> <span class="pre">str]</span></code></p></li>
 </ul>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.protocols.Hashable">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.protocols.</span></span><span class="sig-name descname"><span class="pre">Hashable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.protocols.Hashable" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.protocols.</span></span><span class="sig-name descname"><span class="pre">Hashable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.protocols.Hashable" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.protocols.Hashable'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a>, <a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Protocol" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Protocol</span></code></a></p>
 <p>The Hashable protocol is deprecated and will be removed in a future version.</p>
 <p>This protocol is a sub-class of <a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> and is only provided for backward compatibility.</p>
 <p>Use <a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> instead.</p>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.protocols.TrieKeyToken">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.protocols.</span></span><span class="sig-name descname"><span class="pre">TrieKeyToken</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.protocols.TrieKeyToken" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.protocols.</span></span><span class="sig-name descname"><span class="pre">TrieKeyToken</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.protocols.TrieKeyToken" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.protocols.TrieKeyToken'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Protocol" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Protocol</span></code></a></p>
 <p><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> is a protocol that defines key tokens that are usable with a <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedTrie</span></code>.</p>
 <p>The protocol requires that a token object be <em>hashable</em>. This means that it
@@ -547,9 +467,9 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </span><span id="line-2"><span class="linenos">2</span>
 </span><span id="line-3"><span class="linenos">3</span><span class="n">token</span> <span class="o">=</span> <span class="n">SomeTokenClass</span><span class="p">()</span>
 </span><span id="line-4"><span class="linenos">4</span><span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">token</span><span class="p">,</span> <span class="n">TrieKeyToken</span><span class="p">):</span>
-</span><span id="line-5"><span class="linenos">5</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;supports the TrieKeyToken protocol&quot;</span><span class="p">)</span>
+</span><span id="line-5"><span class="linenos">5</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">"supports the TrieKeyToken protocol"</span><span class="p">)</span>
 </span><span id="line-6"><span class="linenos">6</span><span class="k">else</span><span class="p">:</span>
-</span><span id="line-7"><span class="linenos">7</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;does not support the TrieKeyToken protocol&quot;</span><span class="p">)</span>
+</span><span id="line-7"><span class="linenos">7</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">"does not support the TrieKeyToken protocol"</span><span class="p">)</span>
 </span></code></pre></div>
 </div>
 <div class="admonition warning">
@@ -562,68 +482,59 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 means that two different instances of the same class will not be considered equal.</p>
 </div>
 </dd></dl>
-
 </section>
 <section id="module-gentrie.types">
-<span id="gentrie-types-module"></span><h2>gentrie.types module<a class="headerlink" href="#module-gentrie.types" title="Link to this heading">¶</a></h2>
+<span id="gentrie-types-module"></span><h2>gentrie.types module<a class="headerlink" href="#module-gentrie.types" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#module-gentrie.types'">¶</a></h2>
 <p>Core data types for the gentrie package.</p>
 <dl class="py data">
 <dt class="sig sig-object py" id="gentrie.types.TRIE_IDENT">
-<span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TRIE_IDENT</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">0</span></em><a class="headerlink" href="#gentrie.types.TRIE_IDENT" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TRIE_IDENT</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">0</span></em><a class="headerlink" href="#gentrie.types.TRIE_IDENT" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.types.TRIE_IDENT'">¶</a></dt>
 <dd><p>Alias for field number 0 (ident) in TrieEntry. It is faster to use this than accessing the field by name.</p>
 </dd></dl>
-
 <dl class="py data">
 <dt class="sig sig-object py" id="gentrie.types.TRIE_KEY">
-<span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TRIE_KEY</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">1</span></em><a class="headerlink" href="#gentrie.types.TRIE_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TRIE_KEY</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">1</span></em><a class="headerlink" href="#gentrie.types.TRIE_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.types.TRIE_KEY'">¶</a></dt>
 <dd><p>Alias for field number 1 (key) in TrieEntry. It is faster to use this than accessing the field by name.</p>
 </dd></dl>
-
 <dl class="py data">
 <dt class="sig sig-object py" id="gentrie.types.TRIE_VALUE">
-<span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TRIE_VALUE</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">2</span></em><a class="headerlink" href="#gentrie.types.TRIE_VALUE" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TRIE_VALUE</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">2</span></em><a class="headerlink" href="#gentrie.types.TRIE_VALUE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.types.TRIE_VALUE'">¶</a></dt>
 <dd><p>Alias for field number 2 (value) in TrieEntry. It is faster to use this than accessing the field by name.</p>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.types.TrieEntry">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TrieEntry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ident</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.types.TrieEntry" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TrieEntry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ident</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.types.TrieEntry" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.types.TrieEntry'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.NamedTuple" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">NamedTuple</span></code></a></p>
 <p>A <a class="reference internal" href="reference.html#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieEntry</span></code></a> is a <code class="xref py py-class docutils literal notranslate"><span class="pre">NamedTuple</span></code> containing the unique identifer and key for an entry in the trie.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.types.TrieEntry.ident">
-<span class="sig-name descname"><span class="pre">ident</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a></em><a class="headerlink" href="#gentrie.types.TrieEntry.ident" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">ident</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a></em><a class="headerlink" href="#gentrie.types.TrieEntry.ident" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.types.TrieEntry.ident'">¶</a></dt>
 <dd><p><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieId</span></code></a> Unique identifier for a key in the trie. Alias for field number 0.</p>
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.types.TrieEntry.key">
-<span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#gentrie.types.TrieEntry.key" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#gentrie.types.TrieEntry.key" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.types.TrieEntry.key'">¶</a></dt>
 <dd><p><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code> Key for an entry in the trie. Alias for field number 1.</p>
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.types.TrieEntry.value">
-<span class="sig-name descname"><span class="pre">value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#gentrie.types.TrieEntry.value" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#gentrie.types.TrieEntry.value" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.types.TrieEntry.value'">¶</a></dt>
 <dd><p>Optional value for the entry in the trie. Alias for field number 2.</p>
 </dd></dl>
-
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.types.TrieId">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TrieId</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.types.TrieId" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.types.</span></span><span class="sig-name descname"><span class="pre">TrieId</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.types.TrieId" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.types.TrieId'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></a></p>
 <p>Unique identifier for a key in a trie.</p>
 </dd></dl>
-
 </section>
 <section id="module-gentrie.validation">
-<span id="gentrie-validation-module"></span><h2>gentrie.validation module<a class="headerlink" href="#module-gentrie.validation" title="Link to this heading">¶</a></h2>
+<span id="gentrie-validation-module"></span><h2>gentrie.validation module<a class="headerlink" href="#module-gentrie.validation" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#module-gentrie.validation'">¶</a></h2>
 <p>Validation functions for the gentrie package.</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="gentrie.validation.is_generalizedkey">
-<span class="sig-prename descclassname"><span class="pre">gentrie.validation.</span></span><span class="sig-name descname"><span class="pre">is_generalizedkey</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.validation.is_generalizedkey" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.validation.</span></span><span class="sig-name descname"><span class="pre">is_generalizedkey</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.validation.is_generalizedkey" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.validation.is_generalizedkey'">¶</a></dt>
 <dd><p>Tests key for whether it is a valid <cite>GeneralizedKey</cite>.</p>
 <p>A valid <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code> is a <code class="xref py py-class docutils literal notranslate"><span class="pre">Sequence</span></code> that returns
 <code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code> protocol conformant objects when
@@ -640,18 +551,16 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="gentrie.validation.is_hashable">
-<span class="sig-prename descclassname"><span class="pre">gentrie.validation.</span></span><span class="sig-name descname"><span class="pre">is_hashable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.validation.is_hashable" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.validation.</span></span><span class="sig-name descname"><span class="pre">is_hashable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.validation.is_hashable" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.validation.is_hashable'">¶</a></dt>
 <dd><p>is_hashable is deprecated and will be removed in a future version.</p>
 <p>This function is a wrapper for <a class="reference internal" href="#gentrie.validation.is_triekeytoken" title="gentrie.validation.is_triekeytoken"><code class="xref py py-func docutils literal notranslate"><span class="pre">is_triekeytoken()</span></code></a> and is only provided for backward compatibility.</p>
 <p>Use <a class="reference internal" href="#gentrie.validation.is_triekeytoken" title="gentrie.validation.is_triekeytoken"><code class="xref py py-func docutils literal notranslate"><span class="pre">is_triekeytoken()</span></code></a> instead.</p>
 </dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="gentrie.validation.is_triekeytoken">
-<span class="sig-prename descclassname"><span class="pre">gentrie.validation.</span></span><span class="sig-name descname"><span class="pre">is_triekeytoken</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.validation.is_triekeytoken" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.validation.</span></span><span class="sig-name descname"><span class="pre">is_triekeytoken</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.validation.is_triekeytoken" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.validation.is_triekeytoken'">¶</a></dt>
 <dd><p>Tests token for whether it is a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code>.</p>
 <p>A valid <code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code> is a hashable object (implements both <code class="docutils literal notranslate"><span class="pre">__eq__()</span></code> and <code class="docutils literal notranslate"><span class="pre">__hash__()</span></code> methods).</p>
 <p>Examples:
@@ -669,10 +578,9 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd>
 </dl>
 </dd></dl>
-
 </section>
 <section id="module-gentrie">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-gentrie" title="Link to this heading">¶</a></h2>
+<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-gentrie" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#module-gentrie'">¶</a></h2>
 <p>Package providing a generalized trie implementation.</p>
 <p>This package includes classes and functions to create and manipulate a generalized trie
 data structure. Unlike common trie implementations that only support strings as keys,
@@ -691,7 +599,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 read-only threads.</p>
 </div>
 <section id="usage">
-<h3>Usage<a class="headerlink" href="#usage" title="Link to this heading">¶</a></h3>
+<h3>Usage<a class="headerlink" href="#usage" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#usage'">¶</a></h3>
 <p>You can create a trie using the <cite>GeneralizedTrie</cite> class:</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos">1</span><span class="kn">from</span><span class="w"> </span><span class="nn">gentrie</span><span class="w"> </span><span class="kn">import</span> <span class="n">GeneralizedTrie</span>
 </span><span id="line-2"><span class="linenos">2</span>
@@ -708,29 +616,29 @@ <h3>Usage<a class="headerlink" href="#usage" title="Link to this heading">¶</a>
 it will update the value associated with that key.</p>
 <div class="literal-block-wrapper docutils container" id="id4">
 <div class="code-block-caption"><span class="caption-text">Examples of using the <cite>trie[key] = value</cite> syntax</span><a class="headerlink" href="#id4" title="Link to this code">¶</a></div>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos"> 1</span><span class="c1"># Assigns &#39;value&#39; to &#39;key&#39;</span>
-</span><span id="line-2"><span class="linenos"> 2</span><span class="c1"># (tokenized as characters &#39;k&#39;,&#39;e&#39;,&#39;y&#39;)</span>
-</span><span id="line-3"><span class="linenos"> 3</span><span class="n">trie</span><span class="p">[</span><span class="s1">&#39;key&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;value&#39;</span>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos"> 1</span><span class="c1"># Assigns 'value' to 'key'</span>
+</span><span id="line-2"><span class="linenos"> 2</span><span class="c1"># (tokenized as characters 'k','e','y')</span>
+</span><span id="line-3"><span class="linenos"> 3</span><span class="n">trie</span><span class="p">[</span><span class="s1">'key'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'value'</span>
 </span><span id="line-4"><span class="linenos"> 4</span>
-</span><span id="line-5"><span class="linenos"> 5</span><span class="c1"># Assigns value &#39;value2&#39; to key &#39;another_key&#39; (tokenized as</span>
-</span><span id="line-6"><span class="linenos"> 6</span><span class="c1"># &#39;a&#39;,&#39;n&#39;,&#39;o&#39;,&#39;t&#39;,&#39;h&#39;,&#39;e&#39;,&#39;r&#39;,&#39;_&#39;,&#39;k&#39;,&#39;e&#39;,&#39;y&#39;,&#39;2&#39;)</span>
-</span><span id="line-7"><span class="linenos"> 7</span><span class="n">trie</span><span class="p">[</span><span class="s1">&#39;another_key&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;another_value&#39;</span>
+</span><span id="line-5"><span class="linenos"> 5</span><span class="c1"># Assigns value 'value2' to key 'another_key' (tokenized as</span>
+</span><span id="line-6"><span class="linenos"> 6</span><span class="c1"># 'a','n','o','t','h','e','r','_','k','e','y','2')</span>
+</span><span id="line-7"><span class="linenos"> 7</span><span class="n">trie</span><span class="p">[</span><span class="s1">'another_key'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'another_value'</span>
 </span><span id="line-8"><span class="linenos"> 8</span>
-</span><span id="line-9"><span class="linenos"> 9</span><span class="c1"># Changes the value for &#39;key&#39; (tokenized as &#39;k&#39;, &#39;e&#39;, &#39;y&#39;)</span>
-</span><span id="line-10"><span class="linenos">10</span><span class="c1"># to &#39;new_value&#39;</span>
-</span><span id="line-11"><span class="linenos">11</span><span class="n">trie</span><span class="p">[</span><span class="s1">&#39;key&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;new_value&#39;</span>
+</span><span id="line-9"><span class="linenos"> 9</span><span class="c1"># Changes the value for 'key' (tokenized as 'k', 'e', 'y')</span>
+</span><span id="line-10"><span class="linenos">10</span><span class="c1"># to 'new_value'</span>
+</span><span id="line-11"><span class="linenos">11</span><span class="n">trie</span><span class="p">[</span><span class="s1">'key'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'new_value'</span>
 </span><span id="line-12"><span class="linenos">12</span>
 </span><span id="line-13"><span class="linenos">13</span><span class="c1"># Assigns a tuple of int (tokenized as</span>
-</span><span id="line-14"><span class="linenos">14</span><span class="c1"># 128, 96, 160, 0) as a key with the value&#39;value5&#39;</span>
-</span><span id="line-15"><span class="linenos">15</span><span class="n">trie</span><span class="p">[(</span><span class="mi">128</span><span class="p">,</span> <span class="mi">96</span><span class="p">,</span> <span class="mi">160</span><span class="p">,</span> <span class="mi">0</span><span class="p">)]</span> <span class="o">=</span> <span class="s1">&#39;value5&#39;</span>
+</span><span id="line-14"><span class="linenos">14</span><span class="c1"># 128, 96, 160, 0) as a key with the value'value5'</span>
+</span><span id="line-15"><span class="linenos">15</span><span class="n">trie</span><span class="p">[(</span><span class="mi">128</span><span class="p">,</span> <span class="mi">96</span><span class="p">,</span> <span class="mi">160</span><span class="p">,</span> <span class="mi">0</span><span class="p">)]</span> <span class="o">=</span> <span class="s1">'value5'</span>
 </span><span id="line-16"><span class="linenos">16</span>
 </span><span id="line-17"><span class="linenos">17</span><span class="c1"># Assigns a tuple with mixed value types (tokenized</span>
-</span><span id="line-18"><span class="linenos">18</span><span class="c1"># as 128, &#39;a&#39;) as a key with the value &#39;value5b&#39;</span>
-</span><span id="line-19"><span class="linenos">19</span><span class="n">trie</span><span class="p">[(</span><span class="mi">128</span><span class="p">,</span> <span class="s1">&#39;a&#39;</span><span class="p">)]</span> <span class="o">=</span> <span class="s1">&#39;value5b&#39;</span>
+</span><span id="line-18"><span class="linenos">18</span><span class="c1"># as 128, 'a') as a key with the value 'value5b'</span>
+</span><span id="line-19"><span class="linenos">19</span><span class="n">trie</span><span class="p">[(</span><span class="mi">128</span><span class="p">,</span> <span class="s1">'a'</span><span class="p">)]</span> <span class="o">=</span> <span class="s1">'value5b'</span>
 </span><span id="line-20"><span class="linenos">20</span>
-</span><span id="line-21"><span class="linenos">21</span><span class="c1"># Assigns a list of words (tokenized as &#39;hello&#39;, &#39;world&#39;)</span>
-</span><span id="line-22"><span class="linenos">22</span><span class="c1"># as a key with the value &#39;value6&#39;</span>
-</span><span id="line-23"><span class="linenos">23</span><span class="n">trie</span><span class="p">[[</span><span class="s1">&#39;hello&#39;</span><span class="p">,</span> <span class="s1">&#39;world&#39;</span><span class="p">]]</span> <span class="o">=</span> <span class="s1">&#39;value6&#39;</span>
+</span><span id="line-21"><span class="linenos">21</span><span class="c1"># Assigns a list of words (tokenized as 'hello', 'world')</span>
+</span><span id="line-22"><span class="linenos">22</span><span class="c1"># as a key with the value 'value6'</span>
+</span><span id="line-23"><span class="linenos">23</span><span class="n">trie</span><span class="p">[[</span><span class="s1">'hello'</span><span class="p">,</span> <span class="s1">'world'</span><span class="p">]]</span> <span class="o">=</span> <span class="s1">'value6'</span>
 </span></code></pre></div>
 </div>
 </div>
@@ -797,14 +705,14 @@ <h4>Example 1 - Basic Usage<a class="headerlink" href="#example-1-basic-usage" t
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos">1</span><span class="kn">from</span><span class="w"> </span><span class="nn">gentrie</span><span class="w"> </span><span class="kn">import</span> <span class="n">GeneralizedTrie</span><span class="p">,</span> <span class="n">TrieEntry</span>
 </span><span id="line-2"><span class="linenos">2</span>
 </span><span id="line-3"><span class="linenos">3</span><span class="n">trie</span> <span class="o">=</span> <span class="n">GeneralizedTrie</span><span class="p">()</span>
-</span><span id="line-4"><span class="linenos">4</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s1">&#39;ape&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">,</span> <span class="s1">&#39;apple&#39;</span><span class="p">])</span>
-</span><span id="line-5"><span class="linenos">5</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s1">&#39;ape&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">])</span>
-</span><span id="line-6"><span class="linenos">6</span><span class="n">matches</span><span class="p">:</span> <span class="nb">set</span><span class="p">[</span><span class="n">TrieEntry</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">trie</span><span class="o">.</span><span class="n">prefixes</span><span class="p">([</span><span class="s1">&#39;ape&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">]))</span>
+</span><span id="line-4"><span class="linenos">4</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s1">'ape'</span><span class="p">,</span> <span class="s1">'green'</span><span class="p">,</span> <span class="s1">'apple'</span><span class="p">])</span>
+</span><span id="line-5"><span class="linenos">5</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s1">'ape'</span><span class="p">,</span> <span class="s1">'green'</span><span class="p">])</span>
+</span><span id="line-6"><span class="linenos">6</span><span class="n">matches</span><span class="p">:</span> <span class="nb">set</span><span class="p">[</span><span class="n">TrieEntry</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">trie</span><span class="o">.</span><span class="n">prefixes</span><span class="p">([</span><span class="s1">'ape'</span><span class="p">,</span> <span class="s1">'green'</span><span class="p">]))</span>
 </span><span id="line-7"><span class="linenos">7</span><span class="nb">print</span><span class="p">(</span><span class="n">matches</span><span class="p">)</span>
 </span></code></pre></div>
 </div>
 <p>Value of ‘matches’:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="p">{</span><span class="n">TrieEntry</span><span class="p">(</span><span class="n">ident</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;ape&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">],</span> <span class="n">value</span><span class="o">=</span><span class="kc">None</span><span class="p">)}</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="p">{</span><span class="n">TrieEntry</span><span class="p">(</span><span class="n">ident</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="p">[</span><span class="s1">'ape'</span><span class="p">,</span> <span class="s1">'green'</span><span class="p">],</span> <span class="n">value</span><span class="o">=</span><span class="kc">None</span><span class="p">)}</span>
 </span></code></pre></div>
 </div>
 </section>
@@ -816,12 +724,12 @@ <h4>Example 2 - Trie of URLs<a class="headerlink" href="#example-2-trie-of-urls"
 </span><span id="line-4"><span class="linenos"> 4</span><span class="n">url_trie</span> <span class="o">=</span> <span class="n">GeneralizedTrie</span><span class="p">()</span>
 </span><span id="line-5"><span class="linenos"> 5</span>
 </span><span id="line-6"><span class="linenos"> 6</span><span class="c1"># Add some URLs with different components (protocol, domain, path)</span>
-</span><span id="line-7"><span class="linenos"> 7</span><span class="n">url_trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s2">&quot;https&quot;</span><span class="p">,</span> <span class="s2">&quot;com&quot;</span><span class="p">,</span> <span class="s2">&quot;example&quot;</span><span class="p">,</span> <span class="s2">&quot;www&quot;</span><span class="p">,</span> <span class="s2">&quot;/&quot;</span><span class="p">,</span> <span class="s2">&quot;products&quot;</span><span class="p">,</span> <span class="s2">&quot;clothing&quot;</span><span class="p">],</span> <span class="n">value</span><span class="o">=</span><span class="s2">&quot;Clothing Store&quot;</span><span class="p">)</span>
-</span><span id="line-8"><span class="linenos"> 8</span><span class="n">url_trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s2">&quot;http&quot;</span><span class="p">,</span> <span class="s2">&quot;org&quot;</span><span class="p">,</span> <span class="s2">&quot;example&quot;</span><span class="p">,</span> <span class="s2">&quot;blog&quot;</span><span class="p">,</span> <span class="s2">&quot;/&quot;</span><span class="p">,</span> <span class="s2">&quot;2023&quot;</span><span class="p">,</span> <span class="s2">&quot;10&quot;</span><span class="p">,</span> <span class="s2">&quot;best-laptops&quot;</span><span class="p">],</span> <span class="n">value</span><span class="o">=</span><span class="s2">&quot;Best Laptops 2023&quot;</span><span class="p">)</span>
-</span><span id="line-9"><span class="linenos"> 9</span><span class="n">url_trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s2">&quot;ftp&quot;</span><span class="p">,</span> <span class="s2">&quot;net&quot;</span><span class="p">,</span> <span class="s2">&quot;example&quot;</span><span class="p">,</span> <span class="s2">&quot;ftp&quot;</span><span class="p">,</span> <span class="s2">&quot;/&quot;</span><span class="p">,</span> <span class="s2">&quot;data&quot;</span><span class="p">,</span> <span class="s2">&quot;images&quot;</span><span class="p">],</span> <span class="n">value</span><span class="o">=</span><span class="s2">&quot;FTP Data Images&quot;</span><span class="p">)</span>
+</span><span id="line-7"><span class="linenos"> 7</span><span class="n">url_trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s2">"https"</span><span class="p">,</span> <span class="s2">"com"</span><span class="p">,</span> <span class="s2">"example"</span><span class="p">,</span> <span class="s2">"www"</span><span class="p">,</span> <span class="s2">"/"</span><span class="p">,</span> <span class="s2">"products"</span><span class="p">,</span> <span class="s2">"clothing"</span><span class="p">],</span> <span class="n">value</span><span class="o">=</span><span class="s2">"Clothing Store"</span><span class="p">)</span>
+</span><span id="line-8"><span class="linenos"> 8</span><span class="n">url_trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s2">"http"</span><span class="p">,</span> <span class="s2">"org"</span><span class="p">,</span> <span class="s2">"example"</span><span class="p">,</span> <span class="s2">"blog"</span><span class="p">,</span> <span class="s2">"/"</span><span class="p">,</span> <span class="s2">"2023"</span><span class="p">,</span> <span class="s2">"10"</span><span class="p">,</span> <span class="s2">"best-laptops"</span><span class="p">],</span> <span class="n">value</span><span class="o">=</span><span class="s2">"Best Laptops 2023"</span><span class="p">)</span>
+</span><span id="line-9"><span class="linenos"> 9</span><span class="n">url_trie</span><span class="o">.</span><span class="n">add</span><span class="p">([</span><span class="s2">"ftp"</span><span class="p">,</span> <span class="s2">"net"</span><span class="p">,</span> <span class="s2">"example"</span><span class="p">,</span> <span class="s2">"ftp"</span><span class="p">,</span> <span class="s2">"/"</span><span class="p">,</span> <span class="s2">"data"</span><span class="p">,</span> <span class="s2">"images"</span><span class="p">],</span> <span class="n">value</span><span class="o">=</span><span class="s2">"FTP Data Images"</span><span class="p">)</span>
 </span><span id="line-10"><span class="linenos">10</span>
-</span><span id="line-11"><span class="linenos">11</span><span class="c1"># Find all https URLs with &quot;example.com&quot; domain</span>
-</span><span id="line-12"><span class="linenos">12</span><span class="n">prefixed_by</span><span class="p">:</span> <span class="nb">set</span><span class="p">[</span><span class="n">TrieEntry</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">url_trie</span><span class="o">.</span><span class="n">prefixed_by</span><span class="p">([</span><span class="s2">&quot;https&quot;</span><span class="p">,</span> <span class="s2">&quot;com&quot;</span><span class="p">,</span> <span class="s2">&quot;example&quot;</span><span class="p">]))</span>
+</span><span id="line-11"><span class="linenos">11</span><span class="c1"># Find all https URLs with "example.com" domain</span>
+</span><span id="line-12"><span class="linenos">12</span><span class="n">prefixed_by</span><span class="p">:</span> <span class="nb">set</span><span class="p">[</span><span class="n">TrieEntry</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">url_trie</span><span class="o">.</span><span class="n">prefixed_by</span><span class="p">([</span><span class="s2">"https"</span><span class="p">,</span> <span class="s2">"com"</span><span class="p">,</span> <span class="s2">"example"</span><span class="p">]))</span>
 </span><span id="line-13"><span class="linenos">13</span><span class="nb">print</span><span class="p">(</span><span class="n">prefixed_by</span><span class="p">)</span>
 </span></code></pre></div>
 </div>
@@ -829,8 +737,8 @@ <h4>Example 2 - Trie of URLs<a class="headerlink" href="#example-2-trie-of-urls"
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="p">{</span>
 </span><span id="line-2">    <span class="n">TrieEntry</span><span class="p">(</span>
 </span><span id="line-3">        <span class="n">ident</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
-</span><span id="line-4">        <span class="n">key</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;https&#39;</span><span class="p">,</span> <span class="s1">&#39;com&#39;</span><span class="p">,</span> <span class="s1">&#39;example&#39;</span><span class="p">,</span> <span class="s1">&#39;www&#39;</span><span class="p">,</span> <span class="s1">&#39;/&#39;</span><span class="p">,</span> <span class="s1">&#39;products&#39;</span><span class="p">,</span> <span class="s1">&#39;clothing&#39;</span><span class="p">],</span>
-</span><span id="line-5">        <span class="n">value</span><span class="o">=</span><span class="s1">&#39;Clothing Store&#39;</span><span class="p">)</span>
+</span><span id="line-4">        <span class="n">key</span><span class="o">=</span><span class="p">[</span><span class="s1">'https'</span><span class="p">,</span> <span class="s1">'com'</span><span class="p">,</span> <span class="s1">'example'</span><span class="p">,</span> <span class="s1">'www'</span><span class="p">,</span> <span class="s1">'/'</span><span class="p">,</span> <span class="s1">'products'</span><span class="p">,</span> <span class="s1">'clothing'</span><span class="p">],</span>
+</span><span id="line-5">        <span class="n">value</span><span class="o">=</span><span class="s1">'Clothing Store'</span><span class="p">)</span>
 </span><span id="line-6"><span class="p">}</span>
 </span></code></pre></div>
 </div>
@@ -840,17 +748,17 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos">1</span><span class="kn">from</span><span class="w"> </span><span class="nn">gentrie</span><span class="w"> </span><span class="kn">import</span> <span class="n">GeneralizedTrie</span><span class="p">,</span> <span class="n">TrieEntry</span>
 </span><span id="line-2"><span class="linenos">2</span>
 </span><span id="line-3"><span class="linenos">3</span><span class="n">trie</span> <span class="o">=</span> <span class="n">GeneralizedTrie</span><span class="p">()</span>
-</span><span id="line-4"><span class="linenos">4</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s1">&#39;abcdef&#39;</span><span class="p">)</span>
-</span><span id="line-5"><span class="linenos">5</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s1">&#39;abc&#39;</span><span class="p">)</span>
-</span><span id="line-6"><span class="linenos">6</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s1">&#39;qrf&#39;</span><span class="p">)</span>
-</span><span id="line-7"><span class="linenos">7</span><span class="n">matches</span><span class="p">:</span> <span class="nb">set</span><span class="p">[</span><span class="n">TrieEntry</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">trie</span><span class="o">.</span><span class="n">prefixed_by</span><span class="p">(</span><span class="s1">&#39;ab&#39;</span><span class="p">))</span>
+</span><span id="line-4"><span class="linenos">4</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s1">'abcdef'</span><span class="p">)</span>
+</span><span id="line-5"><span class="linenos">5</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s1">'abc'</span><span class="p">)</span>
+</span><span id="line-6"><span class="linenos">6</span><span class="n">trie</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s1">'qrf'</span><span class="p">)</span>
+</span><span id="line-7"><span class="linenos">7</span><span class="n">matches</span><span class="p">:</span> <span class="nb">set</span><span class="p">[</span><span class="n">TrieEntry</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">trie</span><span class="o">.</span><span class="n">prefixed_by</span><span class="p">(</span><span class="s1">'ab'</span><span class="p">))</span>
 </span><span id="line-8"><span class="linenos">8</span><span class="nb">print</span><span class="p">(</span><span class="n">matches</span><span class="p">)</span>
 </span></code></pre></div>
 </div>
 <p>Value of ‘matches’:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="p">{</span>
-</span><span id="line-2">    <span class="n">TrieEntry</span><span class="p">(</span><span class="n">ident</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s1">&#39;abc&#39;</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="kc">None</span><span class="p">),</span>
-</span><span id="line-3">    <span class="n">TrieEntry</span><span class="p">(</span><span class="n">ident</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s1">&#39;abcdef&#39;</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+</span><span id="line-2">    <span class="n">TrieEntry</span><span class="p">(</span><span class="n">ident</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s1">'abc'</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="kc">None</span><span class="p">),</span>
+</span><span id="line-3">    <span class="n">TrieEntry</span><span class="p">(</span><span class="n">ident</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s1">'abcdef'</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
 </span><span id="line-4"><span class="p">}</span>
 </span></code></pre></div>
 </div>
@@ -858,91 +766,76 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 </section>
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.DuplicateKeyError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">DuplicateKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.DuplicateKeyError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">DuplicateKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.DuplicateKeyError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.DuplicateKeyError'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#gentrie.exceptions.TrieKeyError" title="gentrie.exceptions.TrieKeyError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyError</span></code></a></p>
 <p>Raised when an attempt is made to add a key that is already in the trie
 with a different associated value.</p>
 <p>This is a sub-class of <a class="reference internal" href="#gentrie.TrieKeyError" title="gentrie.TrieKeyError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyError</span></code></a>.</p>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.ErrorTag">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">ErrorTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.ErrorTag" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">ErrorTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.ErrorTag" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></a>, <a class="reference external" href="https://docs.python.org/3/library/enum.html#enum.Enum" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></a></p>
 <p>Tags for error path identification for tests for the gentrie packages.</p>
 <p>ErrorTags’ are used to identify specific error conditions in the gentrie package.
 Tests use these tags to assert specific error condition paths.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.GETITEM_ID_NOT_FOUND">
-<span class="sig-name descname"><span class="pre">GETITEM_ID_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_ID_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.ErrorTag.GETITEM_ID_NOT_FOUND" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">GETITEM_ID_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_ID_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.ErrorTag.GETITEM_ID_NOT_FOUND" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.GETITEM_ID_NOT_FOUND'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.GETITEM_INVALID_KEY_TYPE">
-<span class="sig-name descname"><span class="pre">GETITEM_INVALID_KEY_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_INVALID_KEY_TYPE'</span></em><a class="headerlink" href="#gentrie.ErrorTag.GETITEM_INVALID_KEY_TYPE" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">GETITEM_INVALID_KEY_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_INVALID_KEY_TYPE'</span></em><a class="headerlink" href="#gentrie.ErrorTag.GETITEM_INVALID_KEY_TYPE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.GETITEM_INVALID_KEY_TYPE'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.GETITEM_KEY_NOT_FOUND">
-<span class="sig-name descname"><span class="pre">GETITEM_KEY_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_KEY_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.ErrorTag.GETITEM_KEY_NOT_FOUND" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">GETITEM_KEY_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_KEY_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.ErrorTag.GETITEM_KEY_NOT_FOUND" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.GETITEM_KEY_NOT_FOUND'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.GETITEM_NOT_TERMINAL">
-<span class="sig-name descname"><span class="pre">GETITEM_NOT_TERMINAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_NOT_TERMINAL'</span></em><a class="headerlink" href="#gentrie.ErrorTag.GETITEM_NOT_TERMINAL" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">GETITEM_NOT_TERMINAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GETITEM_NOT_TERMINAL'</span></em><a class="headerlink" href="#gentrie.ErrorTag.GETITEM_NOT_TERMINAL" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.GETITEM_NOT_TERMINAL'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.REMOVAL_INVALID_KEY_TYPE">
-<span class="sig-name descname"><span class="pre">REMOVAL_INVALID_KEY_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REMOVAL_INVALID_KEY_TYPE'</span></em><a class="headerlink" href="#gentrie.ErrorTag.REMOVAL_INVALID_KEY_TYPE" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">REMOVAL_INVALID_KEY_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REMOVAL_INVALID_KEY_TYPE'</span></em><a class="headerlink" href="#gentrie.ErrorTag.REMOVAL_INVALID_KEY_TYPE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.REMOVAL_INVALID_KEY_TYPE'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.REMOVAL_KEY_NOT_FOUND">
-<span class="sig-name descname"><span class="pre">REMOVAL_KEY_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REMOVAL_KEY_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.ErrorTag.REMOVAL_KEY_NOT_FOUND" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">REMOVAL_KEY_NOT_FOUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REMOVAL_KEY_NOT_FOUND'</span></em><a class="headerlink" href="#gentrie.ErrorTag.REMOVAL_KEY_NOT_FOUND" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.REMOVAL_KEY_NOT_FOUND'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.STORE_ENTRY_DUPLICATE_KEY">
-<span class="sig-name descname"><span class="pre">STORE_ENTRY_DUPLICATE_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STORE_ENTRY_DUPLICATE_KEY'</span></em><a class="headerlink" href="#gentrie.ErrorTag.STORE_ENTRY_DUPLICATE_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">STORE_ENTRY_DUPLICATE_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STORE_ENTRY_DUPLICATE_KEY'</span></em><a class="headerlink" href="#gentrie.ErrorTag.STORE_ENTRY_DUPLICATE_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.STORE_ENTRY_DUPLICATE_KEY'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY">
-<span class="sig-name descname"><span class="pre">STORE_ENTRY_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STORE_ENTRY_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">STORE_ENTRY_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STORE_ENTRY_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE">
-<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_BAD_DEPTH_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_BAD_DEPTH_TYPE'</span></em><a class="headerlink" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_BAD_DEPTH_TYPE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_BAD_DEPTH_TYPE'</span></em><a class="headerlink" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE">
-<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_BAD_DEPTH_VALUE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_BAD_DEPTH_VALUE'</span></em><a class="headerlink" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_BAD_DEPTH_VALUE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_BAD_DEPTH_VALUE'</span></em><a class="headerlink" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY">
-<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY'">¶</a></dt>
 <dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY">
-<span class="sig-name descname"><span class="pre">TRIE_PREFIXES_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXES_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">TRIE_PREFIXES_INVALID_GENERALIZED_KEY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRIE_PREFIXES_INVALID_GENERALIZED_KEY'</span></em><a class="headerlink" href="#gentrie.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY'">¶</a></dt>
 <dd></dd></dl>
-
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.GeneralizedKey">
-<span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">GeneralizedKey</span></span><a class="headerlink" href="#gentrie.GeneralizedKey" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">GeneralizedKey</span></span><a class="headerlink" href="#gentrie.GeneralizedKey" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.GeneralizedKey'">¶</a></dt>
 <dd><p>alias of <a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Sequence</span></code></a>[<a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a>]</p>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.GeneralizedTrie">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">GeneralizedTrie</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">runtime_validation</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.GeneralizedTrie" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">GeneralizedTrie</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">runtime_validation</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.GeneralizedTrie" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.GeneralizedTrie'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="gentrie.trie.html#gentrie.trie.base.TrieBase" title="gentrie.trie.base.TrieBase"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieBase</span></code></a>, <a class="reference internal" href="gentrie.trie.html#gentrie.trie.storage.TrieStorageMixin" title="gentrie.trie.storage.TrieStorageMixin"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieStorageMixin</span></code></a>, <a class="reference internal" href="gentrie.trie.html#gentrie.trie.access.TrieAccessMixin" title="gentrie.trie.access.TrieAccessMixin"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieAccessMixin</span></code></a>, <a class="reference internal" href="gentrie.trie.html#gentrie.trie.removal.TrieRemovalMixin" title="gentrie.trie.removal.TrieRemovalMixin"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieRemovalMixin</span></code></a>, <a class="reference internal" href="gentrie.trie.html#gentrie.trie.traversal.TrieTraversalMixin" title="gentrie.trie.traversal.TrieTraversalMixin"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTraversalMixin</span></code></a>, <a class="reference internal" href="gentrie.trie.html#gentrie.trie.mutation.TrieMutationMixin" title="gentrie.trie.mutation.TrieMutationMixin"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieMutationMixin</span></code></a>, <a class="reference internal" href="gentrie.trie.html#gentrie.trie.collection.TrieCollectionMixin" title="gentrie.trie.collection.TrieCollectionMixin"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieCollectionMixin</span></code></a></p>
 <p>A general purpose trie.</p>
 <p>Unlike many trie implementations which only support strings as keys
@@ -988,80 +881,71 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 </span><span id="line-8"><span class="linenos"> 8</span>    <span class="n">value</span><span class="p">:</span> <span class="nb">int</span>
 </span><span id="line-9"><span class="linenos"> 9</span>
 </span><span id="line-10"><span class="linenos">10</span><span class="c1"># Create an instance of the token class</span>
-</span><span id="line-11"><span class="linenos">11</span><span class="n">token</span> <span class="o">=</span> <span class="n">MyTokenClass</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;example&quot;</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>
+</span><span id="line-11"><span class="linenos">11</span><span class="n">token</span> <span class="o">=</span> <span class="n">MyTokenClass</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"example"</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>
 </span><span id="line-12"><span class="linenos">12</span>
 </span><span id="line-13"><span class="linenos">13</span><span class="c1"># Check if the token is hashable</span>
 </span><span id="line-14"><span class="linenos">14</span><span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">token</span><span class="p">,</span> <span class="n">TrieKeyToken</span><span class="p">):</span>
-</span><span id="line-15"><span class="linenos">15</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;token is usable as a TrieKeyToken&quot;</span><span class="p">)</span>
+</span><span id="line-15"><span class="linenos">15</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">"token is usable as a TrieKeyToken"</span><span class="p">)</span>
 </span><span id="line-16"><span class="linenos">16</span><span class="k">else</span><span class="p">:</span>
-</span><span id="line-17"><span class="linenos">17</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;token is not usable as a TrieKeyToken&quot;</span><span class="p">)</span>
+</span><span id="line-17"><span class="linenos">17</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">"token is not usable as a TrieKeyToken"</span><span class="p">)</span>
 </span></code></pre></div>
 </div>
 </div>
 </div>
 </div>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.Hashable">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">Hashable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.Hashable" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">Hashable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.Hashable" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.Hashable'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a>, <a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Protocol" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Protocol</span></code></a></p>
 <p>The Hashable protocol is deprecated and will be removed in a future version.</p>
 <p>This protocol is a sub-class of <a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> and is only provided for backward compatibility.</p>
 <p>Use <a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> instead.</p>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.InvalidGeneralizedKeyError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">InvalidGeneralizedKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.InvalidGeneralizedKeyError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">InvalidGeneralizedKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.InvalidGeneralizedKeyError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.InvalidGeneralizedKeyError'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#gentrie.exceptions.TrieTypeError" title="gentrie.exceptions.TrieTypeError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a></p>
 <p>Raised when a key is not a valid <a class="reference internal" href="#gentrie.GeneralizedKey" title="gentrie.GeneralizedKey"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code></a> object.</p>
 <p>This is a sub-class of <a class="reference internal" href="#gentrie.TrieTypeError" title="gentrie.TrieTypeError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a>.</p>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.InvalidTrieKeyTokenError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">InvalidTrieKeyTokenError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.InvalidTrieKeyTokenError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">InvalidTrieKeyTokenError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.InvalidTrieKeyTokenError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.InvalidTrieKeyTokenError'">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#gentrie.exceptions.TrieTypeError" title="gentrie.exceptions.TrieTypeError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a></p>
 <p>Raised when a token in a key is not a valid <a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> object.</p>
 <p>This is a sub-class of <a class="reference internal" href="#gentrie.TrieTypeError" title="gentrie.TrieTypeError"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a>.</p>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.TrieEntry">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieEntry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ident</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieEntry" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieEntry</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ident</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieEntry" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieEntry'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.NamedTuple" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">NamedTuple</span></code></a></p>
 <p>A <a class="reference internal" href="#gentrie.TrieEntry" title="gentrie.TrieEntry"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieEntry</span></code></a> is a <code class="xref py py-class docutils literal notranslate"><span class="pre">NamedTuple</span></code> containing the unique identifer and key for an entry in the trie.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.TrieEntry.ident">
-<span class="sig-name descname"><span class="pre">ident</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a></em><a class="headerlink" href="#gentrie.TrieEntry.ident" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">ident</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a></em><a class="headerlink" href="#gentrie.TrieEntry.ident" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieEntry.ident'">¶</a></dt>
 <dd><p><a class="reference internal" href="#gentrie.TrieId" title="gentrie.TrieId"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieId</span></code></a> Unique identifier for a key in the trie. Alias for field number 0.</p>
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.TrieEntry.key">
-<span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#gentrie.TrieEntry.key" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#gentrie.TrieEntry.key" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieEntry.key'">¶</a></dt>
 <dd><p><a class="reference internal" href="#gentrie.GeneralizedKey" title="gentrie.GeneralizedKey"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code></a> Key for an entry in the trie. Alias for field number 1.</p>
 </dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="gentrie.TrieEntry.value">
-<span class="sig-name descname"><span class="pre">value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#gentrie.TrieEntry.value" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></em><a class="headerlink" href="#gentrie.TrieEntry.value" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieEntry.value'">¶</a></dt>
 <dd><p>Optional value for the entry in the trie. Alias for field number 2.</p>
 </dd></dl>
-
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.TrieId">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieId</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieId" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieId</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieId" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieId'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></a></p>
 <p>Unique identifier for a key in a trie.</p>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.TrieKeyError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieKeyError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieKeyError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieKeyError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieKeyError'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#KeyError" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">KeyError</span></code></a></p>
 <p>Base class for all trie-related key errors.</p>
 <p>It differs from a standard KeyError by the addition of a
@@ -1078,10 +962,9 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="gentrie.TrieKeyToken">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieKeyToken</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieKeyToken" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieKeyToken</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieKeyToken" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieKeyToken'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Protocol" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Protocol</span></code></a></p>
 <p><a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> is a protocol that defines key tokens that are usable with a <a class="reference internal" href="reference.html#gentrie.GeneralizedTrie" title="gentrie.GeneralizedTrie"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedTrie</span></code></a>.</p>
 <p>The protocol requires that a token object be <em>hashable</em>. This means that it
@@ -1103,9 +986,9 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 </span><span id="line-2"><span class="linenos">2</span>
 </span><span id="line-3"><span class="linenos">3</span><span class="n">token</span> <span class="o">=</span> <span class="n">SomeTokenClass</span><span class="p">()</span>
 </span><span id="line-4"><span class="linenos">4</span><span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">token</span><span class="p">,</span> <span class="n">TrieKeyToken</span><span class="p">):</span>
-</span><span id="line-5"><span class="linenos">5</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;supports the TrieKeyToken protocol&quot;</span><span class="p">)</span>
+</span><span id="line-5"><span class="linenos">5</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">"supports the TrieKeyToken protocol"</span><span class="p">)</span>
 </span><span id="line-6"><span class="linenos">6</span><span class="k">else</span><span class="p">:</span>
-</span><span id="line-7"><span class="linenos">7</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;does not support the TrieKeyToken protocol&quot;</span><span class="p">)</span>
+</span><span id="line-7"><span class="linenos">7</span>    <span class="nb">print</span><span class="p">(</span><span class="s2">"does not support the TrieKeyToken protocol"</span><span class="p">)</span>
 </span></code></pre></div>
 </div>
 <div class="admonition warning">
@@ -1118,10 +1001,9 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 means that two different instances of the same class will not be considered equal.</p>
 </div>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.TrieTypeError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieTypeError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieTypeError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieTypeError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieTypeError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieTypeError'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#TypeError" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">TypeError</span></code></a></p>
 <p>Base class for all trie-related type errors.</p>
 <p>It differs from a standard TypeError by the addition of a
@@ -1138,10 +1020,9 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py exception">
 <dt class="sig sig-object py" id="gentrie.TrieValueError">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieValueError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieValueError" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">TrieValueError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msg</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#gentrie.exceptions.ErrorTag" title="gentrie.exceptions.ErrorTag"><span class="pre">ErrorTag</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#gentrie.TrieValueError" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.TrieValueError'">¶</a></dt>
 <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#ValueError" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">ValueError</span></code></a></p>
 <p>Base class for all trie-related value errors.</p>
 <p>It differs from a standard ValueError by the addition of a
@@ -1158,10 +1039,9 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="gentrie.is_generalizedkey">
-<span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">is_generalizedkey</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.is_generalizedkey" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">is_generalizedkey</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.is_generalizedkey" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.is_generalizedkey'">¶</a></dt>
 <dd><p>Tests key for whether it is a valid <cite>GeneralizedKey</cite>.</p>
 <p>A valid <a class="reference internal" href="#gentrie.GeneralizedKey" title="gentrie.GeneralizedKey"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code></a> is a <code class="xref py py-class docutils literal notranslate"><span class="pre">Sequence</span></code> that returns
 <a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> protocol conformant objects when
@@ -1178,18 +1058,16 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 </dd>
 </dl>
 </dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="gentrie.is_hashable">
-<span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">is_hashable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.is_hashable" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">is_hashable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.is_hashable" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.is_hashable'">¶</a></dt>
 <dd><p>is_hashable is deprecated and will be removed in a future version.</p>
 <p>This function is a wrapper for <a class="reference internal" href="#gentrie.is_triekeytoken" title="gentrie.is_triekeytoken"><code class="xref py py-func docutils literal notranslate"><span class="pre">is_triekeytoken()</span></code></a> and is only provided for backward compatibility.</p>
 <p>Use <a class="reference internal" href="#gentrie.is_triekeytoken" title="gentrie.is_triekeytoken"><code class="xref py py-func docutils literal notranslate"><span class="pre">is_triekeytoken()</span></code></a> instead.</p>
 </dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="gentrie.is_triekeytoken">
-<span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">is_triekeytoken</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.is_triekeytoken" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">gentrie.</span></span><span class="sig-name descname"><span class="pre">is_triekeytoken</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="headerlink" href="#gentrie.is_triekeytoken" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.is_triekeytoken'">¶</a></dt>
 <dd><p>Tests token for whether it is a valid <a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a>.</p>
 <p>A valid <a class="reference internal" href="#gentrie.TrieKeyToken" title="gentrie.TrieKeyToken"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a> is a hashable object (implements both <code class="docutils literal notranslate"><span class="pre">__eq__()</span></code> and <code class="docutils literal notranslate"><span class="pre">__hash__()</span></code> methods).</p>
 <p>Examples:
@@ -1207,143 +1085,137 @@ <h4>Example 3 - Entries prefixed by a key<a class="headerlink" href="#example-3-
 </dd>
 </dl>
 </dd></dl>
-
 </section>
 </section>
-
-    </div></div><aside id="right-sidebar" class="hidden text-sm xl:block">
-  <div class="sticky top-16 -mt-10 max-h-[calc(100vh-5rem)] overflow-y-auto pt-6 space-y-2"><p class="font-medium">On this page</p>
-    <ul>
-<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
-<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-gentrie.exceptions">gentrie.exceptions module</a><ul>
-<li><a class="reference internal" href="#gentrie.exceptions.DuplicateKeyError"><code class="docutils literal notranslate"><span class="pre">DuplicateKeyError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag"><code class="docutils literal notranslate"><span class="pre">ErrorTag</span></code></a><ul>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.GETITEM_ID_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_ID_NOT_FOUND</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.GETITEM_INVALID_KEY_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_INVALID_KEY_TYPE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.GETITEM_KEY_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_KEY_NOT_FOUND</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.GETITEM_NOT_TERMINAL"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_NOT_TERMINAL</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.REMOVAL_INVALID_KEY_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.REMOVAL_INVALID_KEY_TYPE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.REMOVAL_KEY_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.REMOVAL_KEY_NOT_FOUND</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.STORE_ENTRY_DUPLICATE_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.STORE_ENTRY_DUPLICATE_KEY</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY</span></code></a></li>
+</div></div><aside class="hidden text-sm xl:block" id="right-sidebar">
+<div class="sticky top-16 -mt-10 max-h-[calc(100vh-5rem)] overflow-y-auto pt-6 space-y-2"><p class="font-medium">On this page</p>
+<ul>
+<li><a :data-current="activeSection === '#subpackages'" class="reference internal" href="#subpackages">Subpackages</a></li>
+<li><a :data-current="activeSection === '#submodules'" class="reference internal" href="#submodules">Submodules</a></li>
+<li><a :data-current="activeSection === '#module-gentrie.exceptions'" class="reference internal" href="#module-gentrie.exceptions">gentrie.exceptions module</a><ul>
+<li><a :data-current="activeSection === '#gentrie.exceptions.DuplicateKeyError'" class="reference internal" href="#gentrie.exceptions.DuplicateKeyError"><code class="docutils literal notranslate"><span class="pre">DuplicateKeyError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag'" class="reference internal" href="#gentrie.exceptions.ErrorTag"><code class="docutils literal notranslate"><span class="pre">ErrorTag</span></code></a><ul>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.GETITEM_ID_NOT_FOUND'" class="reference internal" href="#gentrie.exceptions.ErrorTag.GETITEM_ID_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_ID_NOT_FOUND</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.GETITEM_INVALID_KEY_TYPE'" class="reference internal" href="#gentrie.exceptions.ErrorTag.GETITEM_INVALID_KEY_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_INVALID_KEY_TYPE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.GETITEM_KEY_NOT_FOUND'" class="reference internal" href="#gentrie.exceptions.ErrorTag.GETITEM_KEY_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_KEY_NOT_FOUND</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.GETITEM_NOT_TERMINAL'" class="reference internal" href="#gentrie.exceptions.ErrorTag.GETITEM_NOT_TERMINAL"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_NOT_TERMINAL</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.REMOVAL_INVALID_KEY_TYPE'" class="reference internal" href="#gentrie.exceptions.ErrorTag.REMOVAL_INVALID_KEY_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.REMOVAL_INVALID_KEY_TYPE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.REMOVAL_KEY_NOT_FOUND'" class="reference internal" href="#gentrie.exceptions.ErrorTag.REMOVAL_KEY_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.REMOVAL_KEY_NOT_FOUND</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.STORE_ENTRY_DUPLICATE_KEY'" class="reference internal" href="#gentrie.exceptions.ErrorTag.STORE_ENTRY_DUPLICATE_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.STORE_ENTRY_DUPLICATE_KEY</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY'" class="reference internal" href="#gentrie.exceptions.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE'" class="reference internal" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE'" class="reference internal" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY'" class="reference internal" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY'" class="reference internal" href="#gentrie.exceptions.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#gentrie.exceptions.InvalidGeneralizedKeyError"><code class="docutils literal notranslate"><span class="pre">InvalidGeneralizedKeyError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.InvalidTrieKeyTokenError"><code class="docutils literal notranslate"><span class="pre">InvalidTrieKeyTokenError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.TrieKeyError"><code class="docutils literal notranslate"><span class="pre">TrieKeyError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.TrieTypeError"><code class="docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.exceptions.TrieValueError"><code class="docutils literal notranslate"><span class="pre">TrieValueError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.InvalidGeneralizedKeyError'" class="reference internal" href="#gentrie.exceptions.InvalidGeneralizedKeyError"><code class="docutils literal notranslate"><span class="pre">InvalidGeneralizedKeyError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.InvalidTrieKeyTokenError'" class="reference internal" href="#gentrie.exceptions.InvalidTrieKeyTokenError"><code class="docutils literal notranslate"><span class="pre">InvalidTrieKeyTokenError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.TrieKeyError'" class="reference internal" href="#gentrie.exceptions.TrieKeyError"><code class="docutils literal notranslate"><span class="pre">TrieKeyError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.TrieTypeError'" class="reference internal" href="#gentrie.exceptions.TrieTypeError"><code class="docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.exceptions.TrieValueError'" class="reference internal" href="#gentrie.exceptions.TrieValueError"><code class="docutils literal notranslate"><span class="pre">TrieValueError</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#module-gentrie.nodes">gentrie.nodes module</a><ul>
-<li><a class="reference internal" href="#gentrie.nodes.Node"><code class="docutils literal notranslate"><span class="pre">Node</span></code></a><ul>
-<li><a class="reference internal" href="#gentrie.nodes.Node.ident"><code class="docutils literal notranslate"><span class="pre">Node.ident</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.nodes.Node.token"><code class="docutils literal notranslate"><span class="pre">Node.token</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.nodes.Node.parent"><code class="docutils literal notranslate"><span class="pre">Node.parent</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.nodes.Node.children"><code class="docutils literal notranslate"><span class="pre">Node.children</span></code></a></li>
-<li><a class="reference internal" href="#id0"><code class="docutils literal notranslate"><span class="pre">Node.children</span></code></a></li>
-<li><a class="reference internal" href="#id1"><code class="docutils literal notranslate"><span class="pre">Node.ident</span></code></a></li>
-<li><a class="reference internal" href="#id2"><code class="docutils literal notranslate"><span class="pre">Node.parent</span></code></a></li>
-<li><a class="reference internal" href="#id3"><code class="docutils literal notranslate"><span class="pre">Node.token</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.nodes.Node.value"><code class="docutils literal notranslate"><span class="pre">Node.value</span></code></a></li>
+<li><a :data-current="activeSection === '#module-gentrie.nodes'" class="reference internal" href="#module-gentrie.nodes">gentrie.nodes module</a><ul>
+<li><a :data-current="activeSection === '#gentrie.nodes.Node'" class="reference internal" href="#gentrie.nodes.Node"><code class="docutils literal notranslate"><span class="pre">Node</span></code></a><ul>
+<li><a :data-current="activeSection === '#gentrie.nodes.Node.ident'" class="reference internal" href="#gentrie.nodes.Node.ident"><code class="docutils literal notranslate"><span class="pre">Node.ident</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.nodes.Node.token'" class="reference internal" href="#gentrie.nodes.Node.token"><code class="docutils literal notranslate"><span class="pre">Node.token</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.nodes.Node.parent'" class="reference internal" href="#gentrie.nodes.Node.parent"><code class="docutils literal notranslate"><span class="pre">Node.parent</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.nodes.Node.children'" class="reference internal" href="#gentrie.nodes.Node.children"><code class="docutils literal notranslate"><span class="pre">Node.children</span></code></a></li>
+<li><a :data-current="activeSection === '#id0'" class="reference internal" href="#id0"><code class="docutils literal notranslate"><span class="pre">Node.children</span></code></a></li>
+<li><a :data-current="activeSection === '#id1'" class="reference internal" href="#id1"><code class="docutils literal notranslate"><span class="pre">Node.ident</span></code></a></li>
+<li><a :data-current="activeSection === '#id2'" class="reference internal" href="#id2"><code class="docutils literal notranslate"><span class="pre">Node.parent</span></code></a></li>
+<li><a :data-current="activeSection === '#id3'" class="reference internal" href="#id3"><code class="docutils literal notranslate"><span class="pre">Node.token</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.nodes.Node.value'" class="reference internal" href="#gentrie.nodes.Node.value"><code class="docutils literal notranslate"><span class="pre">Node.value</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li><a class="reference internal" href="#module-gentrie.protocols">gentrie.protocols module</a><ul>
-<li><a class="reference internal" href="#gentrie.protocols.GeneralizedKey"><code class="docutils literal notranslate"><span class="pre">GeneralizedKey</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.protocols.Hashable"><code class="docutils literal notranslate"><span class="pre">Hashable</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.protocols.TrieKeyToken"><code class="docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a></li>
+<li><a :data-current="activeSection === '#module-gentrie.protocols'" class="reference internal" href="#module-gentrie.protocols">gentrie.protocols module</a><ul>
+<li><a :data-current="activeSection === '#gentrie.protocols.GeneralizedKey'" class="reference internal" href="#gentrie.protocols.GeneralizedKey"><code class="docutils literal notranslate"><span class="pre">GeneralizedKey</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.protocols.Hashable'" class="reference internal" href="#gentrie.protocols.Hashable"><code class="docutils literal notranslate"><span class="pre">Hashable</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.protocols.TrieKeyToken'" class="reference internal" href="#gentrie.protocols.TrieKeyToken"><code class="docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#module-gentrie.types">gentrie.types module</a><ul>
-<li><a class="reference internal" href="#gentrie.types.TRIE_IDENT"><code class="docutils literal notranslate"><span class="pre">TRIE_IDENT</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.types.TRIE_KEY"><code class="docutils literal notranslate"><span class="pre">TRIE_KEY</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.types.TRIE_VALUE"><code class="docutils literal notranslate"><span class="pre">TRIE_VALUE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.types.TrieEntry"><code class="docutils literal notranslate"><span class="pre">TrieEntry</span></code></a><ul>
-<li><a class="reference internal" href="#gentrie.types.TrieEntry.ident"><code class="docutils literal notranslate"><span class="pre">TrieEntry.ident</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.types.TrieEntry.key"><code class="docutils literal notranslate"><span class="pre">TrieEntry.key</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.types.TrieEntry.value"><code class="docutils literal notranslate"><span class="pre">TrieEntry.value</span></code></a></li>
+<li><a :data-current="activeSection === '#module-gentrie.types'" class="reference internal" href="#module-gentrie.types">gentrie.types module</a><ul>
+<li><a :data-current="activeSection === '#gentrie.types.TRIE_IDENT'" class="reference internal" href="#gentrie.types.TRIE_IDENT"><code class="docutils literal notranslate"><span class="pre">TRIE_IDENT</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.types.TRIE_KEY'" class="reference internal" href="#gentrie.types.TRIE_KEY"><code class="docutils literal notranslate"><span class="pre">TRIE_KEY</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.types.TRIE_VALUE'" class="reference internal" href="#gentrie.types.TRIE_VALUE"><code class="docutils literal notranslate"><span class="pre">TRIE_VALUE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.types.TrieEntry'" class="reference internal" href="#gentrie.types.TrieEntry"><code class="docutils literal notranslate"><span class="pre">TrieEntry</span></code></a><ul>
+<li><a :data-current="activeSection === '#gentrie.types.TrieEntry.ident'" class="reference internal" href="#gentrie.types.TrieEntry.ident"><code class="docutils literal notranslate"><span class="pre">TrieEntry.ident</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.types.TrieEntry.key'" class="reference internal" href="#gentrie.types.TrieEntry.key"><code class="docutils literal notranslate"><span class="pre">TrieEntry.key</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.types.TrieEntry.value'" class="reference internal" href="#gentrie.types.TrieEntry.value"><code class="docutils literal notranslate"><span class="pre">TrieEntry.value</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#gentrie.types.TrieId"><code class="docutils literal notranslate"><span class="pre">TrieId</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.types.TrieId'" class="reference internal" href="#gentrie.types.TrieId"><code class="docutils literal notranslate"><span class="pre">TrieId</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#module-gentrie.validation">gentrie.validation module</a><ul>
-<li><a class="reference internal" href="#gentrie.validation.is_generalizedkey"><code class="docutils literal notranslate"><span class="pre">is_generalizedkey()</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.validation.is_hashable"><code class="docutils literal notranslate"><span class="pre">is_hashable()</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.validation.is_triekeytoken"><code class="docutils literal notranslate"><span class="pre">is_triekeytoken()</span></code></a></li>
+<li><a :data-current="activeSection === '#module-gentrie.validation'" class="reference internal" href="#module-gentrie.validation">gentrie.validation module</a><ul>
+<li><a :data-current="activeSection === '#gentrie.validation.is_generalizedkey'" class="reference internal" href="#gentrie.validation.is_generalizedkey"><code class="docutils literal notranslate"><span class="pre">is_generalizedkey()</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.validation.is_hashable'" class="reference internal" href="#gentrie.validation.is_hashable"><code class="docutils literal notranslate"><span class="pre">is_hashable()</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.validation.is_triekeytoken'" class="reference internal" href="#gentrie.validation.is_triekeytoken"><code class="docutils literal notranslate"><span class="pre">is_triekeytoken()</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#module-gentrie">Module contents</a><ul>
-<li><a class="reference internal" href="#usage">Usage</a><ul>
-<li><a class="reference internal" href="#example-1-basic-usage">Example 1 - Basic Usage</a></li>
-<li><a class="reference internal" href="#example-2-trie-of-urls">Example 2 - Trie of URLs</a></li>
-<li><a class="reference internal" href="#example-3-entries-prefixed-by-a-key">Example 3 - Entries prefixed by a key</a></li>
+<li><a :data-current="activeSection === '#module-gentrie'" class="reference internal" href="#module-gentrie">Module contents</a><ul>
+<li><a :data-current="activeSection === '#usage'" class="reference internal" href="#usage">Usage</a><ul>
+<li><a :data-current="activeSection === '#example-1-basic-usage'" class="reference internal" href="#example-1-basic-usage">Example 1 - Basic Usage</a></li>
+<li><a :data-current="activeSection === '#example-2-trie-of-urls'" class="reference internal" href="#example-2-trie-of-urls">Example 2 - Trie of URLs</a></li>
+<li><a :data-current="activeSection === '#example-3-entries-prefixed-by-a-key'" class="reference internal" href="#example-3-entries-prefixed-by-a-key">Example 3 - Entries prefixed by a key</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#gentrie.DuplicateKeyError"><code class="docutils literal notranslate"><span class="pre">DuplicateKeyError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag"><code class="docutils literal notranslate"><span class="pre">ErrorTag</span></code></a><ul>
-<li><a class="reference internal" href="#gentrie.ErrorTag.GETITEM_ID_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_ID_NOT_FOUND</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.GETITEM_INVALID_KEY_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_INVALID_KEY_TYPE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.GETITEM_KEY_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_KEY_NOT_FOUND</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.GETITEM_NOT_TERMINAL"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_NOT_TERMINAL</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.REMOVAL_INVALID_KEY_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.REMOVAL_INVALID_KEY_TYPE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.REMOVAL_KEY_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.REMOVAL_KEY_NOT_FOUND</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.STORE_ENTRY_DUPLICATE_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.STORE_ENTRY_DUPLICATE_KEY</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.DuplicateKeyError'" class="reference internal" href="#gentrie.DuplicateKeyError"><code class="docutils literal notranslate"><span class="pre">DuplicateKeyError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag'" class="reference internal" href="#gentrie.ErrorTag"><code class="docutils literal notranslate"><span class="pre">ErrorTag</span></code></a><ul>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.GETITEM_ID_NOT_FOUND'" class="reference internal" href="#gentrie.ErrorTag.GETITEM_ID_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_ID_NOT_FOUND</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.GETITEM_INVALID_KEY_TYPE'" class="reference internal" href="#gentrie.ErrorTag.GETITEM_INVALID_KEY_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_INVALID_KEY_TYPE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.GETITEM_KEY_NOT_FOUND'" class="reference internal" href="#gentrie.ErrorTag.GETITEM_KEY_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_KEY_NOT_FOUND</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.GETITEM_NOT_TERMINAL'" class="reference internal" href="#gentrie.ErrorTag.GETITEM_NOT_TERMINAL"><code class="docutils literal notranslate"><span class="pre">ErrorTag.GETITEM_NOT_TERMINAL</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.REMOVAL_INVALID_KEY_TYPE'" class="reference internal" href="#gentrie.ErrorTag.REMOVAL_INVALID_KEY_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.REMOVAL_INVALID_KEY_TYPE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.REMOVAL_KEY_NOT_FOUND'" class="reference internal" href="#gentrie.ErrorTag.REMOVAL_KEY_NOT_FOUND"><code class="docutils literal notranslate"><span class="pre">ErrorTag.REMOVAL_KEY_NOT_FOUND</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.STORE_ENTRY_DUPLICATE_KEY'" class="reference internal" href="#gentrie.ErrorTag.STORE_ENTRY_DUPLICATE_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.STORE_ENTRY_DUPLICATE_KEY</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY'" class="reference internal" href="#gentrie.ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.STORE_ENTRY_INVALID_GENERALIZED_KEY</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE'" class="reference internal" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_TYPE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE'" class="reference internal" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY'" class="reference internal" href="#gentrie.ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXED_BY_INVALID_GENERALIZED_KEY</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY'" class="reference internal" href="#gentrie.ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY"><code class="docutils literal notranslate"><span class="pre">ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#gentrie.GeneralizedKey"><code class="docutils literal notranslate"><span class="pre">GeneralizedKey</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.GeneralizedTrie"><code class="docutils literal notranslate"><span class="pre">GeneralizedTrie</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.Hashable"><code class="docutils literal notranslate"><span class="pre">Hashable</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.InvalidGeneralizedKeyError"><code class="docutils literal notranslate"><span class="pre">InvalidGeneralizedKeyError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.InvalidTrieKeyTokenError"><code class="docutils literal notranslate"><span class="pre">InvalidTrieKeyTokenError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.TrieEntry"><code class="docutils literal notranslate"><span class="pre">TrieEntry</span></code></a><ul>
-<li><a class="reference internal" href="#gentrie.TrieEntry.ident"><code class="docutils literal notranslate"><span class="pre">TrieEntry.ident</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.TrieEntry.key"><code class="docutils literal notranslate"><span class="pre">TrieEntry.key</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.TrieEntry.value"><code class="docutils literal notranslate"><span class="pre">TrieEntry.value</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.GeneralizedKey'" class="reference internal" href="#gentrie.GeneralizedKey"><code class="docutils literal notranslate"><span class="pre">GeneralizedKey</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.GeneralizedTrie'" class="reference internal" href="#gentrie.GeneralizedTrie"><code class="docutils literal notranslate"><span class="pre">GeneralizedTrie</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.Hashable'" class="reference internal" href="#gentrie.Hashable"><code class="docutils literal notranslate"><span class="pre">Hashable</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.InvalidGeneralizedKeyError'" class="reference internal" href="#gentrie.InvalidGeneralizedKeyError"><code class="docutils literal notranslate"><span class="pre">InvalidGeneralizedKeyError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.InvalidTrieKeyTokenError'" class="reference internal" href="#gentrie.InvalidTrieKeyTokenError"><code class="docutils literal notranslate"><span class="pre">InvalidTrieKeyTokenError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.TrieEntry'" class="reference internal" href="#gentrie.TrieEntry"><code class="docutils literal notranslate"><span class="pre">TrieEntry</span></code></a><ul>
+<li><a :data-current="activeSection === '#gentrie.TrieEntry.ident'" class="reference internal" href="#gentrie.TrieEntry.ident"><code class="docutils literal notranslate"><span class="pre">TrieEntry.ident</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.TrieEntry.key'" class="reference internal" href="#gentrie.TrieEntry.key"><code class="docutils literal notranslate"><span class="pre">TrieEntry.key</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.TrieEntry.value'" class="reference internal" href="#gentrie.TrieEntry.value"><code class="docutils literal notranslate"><span class="pre">TrieEntry.value</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#gentrie.TrieId"><code class="docutils literal notranslate"><span class="pre">TrieId</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.TrieKeyError"><code class="docutils literal notranslate"><span class="pre">TrieKeyError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.TrieKeyToken"><code class="docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.TrieTypeError"><code class="docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.TrieValueError"><code class="docutils literal notranslate"><span class="pre">TrieValueError</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.is_generalizedkey"><code class="docutils literal notranslate"><span class="pre">is_generalizedkey()</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.is_hashable"><code class="docutils literal notranslate"><span class="pre">is_hashable()</span></code></a></li>
-<li><a class="reference internal" href="#gentrie.is_triekeytoken"><code class="docutils literal notranslate"><span class="pre">is_triekeytoken()</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.TrieId'" class="reference internal" href="#gentrie.TrieId"><code class="docutils literal notranslate"><span class="pre">TrieId</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.TrieKeyError'" class="reference internal" href="#gentrie.TrieKeyError"><code class="docutils literal notranslate"><span class="pre">TrieKeyError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.TrieKeyToken'" class="reference internal" href="#gentrie.TrieKeyToken"><code class="docutils literal notranslate"><span class="pre">TrieKeyToken</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.TrieTypeError'" class="reference internal" href="#gentrie.TrieTypeError"><code class="docutils literal notranslate"><span class="pre">TrieTypeError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.TrieValueError'" class="reference internal" href="#gentrie.TrieValueError"><code class="docutils literal notranslate"><span class="pre">TrieValueError</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.is_generalizedkey'" class="reference internal" href="#gentrie.is_generalizedkey"><code class="docutils literal notranslate"><span class="pre">is_generalizedkey()</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.is_hashable'" class="reference internal" href="#gentrie.is_hashable"><code class="docutils literal notranslate"><span class="pre">is_hashable()</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.is_triekeytoken'" class="reference internal" href="#gentrie.is_triekeytoken"><code class="docutils literal notranslate"><span class="pre">is_triekeytoken()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </div>
 </aside>
-        </main>
-      </div>
-    </div><footer class="py-6 border-t border-border md:py-0">
-    <div class="container flex flex-col items-center justify-between gap-4 md:h-24 md:flex-row">
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+<p class="text-sm leading-loose text-center text-muted-foreground md:text-left">© 2025, Jerilyn Franz Built with <a class="font-medium underline underline-offset-4" href="https://www.sphinx-doc.org" rel="noreferrer">Sphinx 8.1.3</a></p>
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diff --git a/docs/html/gentrie.trie.html b/docs/html/gentrie.trie.html
index c368f83..75de07e 100644
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-<meta content="gentrie.trie package | gen-tries 0.9.4 documentation" name="twitter:title"/>
+<title>gentrie.trie package | gen-tries 0.9.6 documentation</title>
+<meta content="gentrie.trie package | gen-tries 0.9.6 documentation" property="og:title"/>
+<meta content="gentrie.trie package | gen-tries 0.9.6 documentation" name="twitter:title"/>
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-<a class="flex items-center mr-6" href="index.html"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+<a class="flex items-center mr-6" href="index.html"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
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 <div class="flex-1"><div class="container flex-1 items-start md:grid md:grid-cols-[220px_minmax(0,1fr)] md:gap-6 lg:grid-cols-[240px_minmax(0,1fr)] lg:gap-10"><aside :aria-hidden="!showSidebar" :class="{ 'translate-x-0': showSidebar }" class="fixed inset-y-0 left-0 md:top-14 z-50 md:z-30 bg-background md:bg-transparent transition-all duration-100 -translate-x-full md:translate-x-0 ml-0 p-6 md:p-0 md:-ml-2 md:h-[calc(100vh-3.5rem)] w-5/6 md:w-full shrink-0 overflow-y-auto border-r border-border md:sticky" id="left-sidebar">
-<a class="!justify-start text-sm md:!hidden bg-background" href="index.html"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+<a class="!justify-start text-sm md:!hidden bg-background" href="index.html"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
 </a>
 <div class="relative overflow-hidden md:overflow-auto my-4 md:my-0 h-[calc(100vh-8rem)] md:h-auto">
 <div class="overflow-y-auto h-full w-full relative pr-6"><nav class="table w-full min-w-full my-6 lg:my-8">
@@ -95,7 +95,7 @@
 <div class="w-full min-w-0 mx-auto">
 <nav aria-label="breadcrumbs" class="flex items-center mb-4 space-x-1 text-sm text-muted-foreground">
 <a class="overflow-hidden text-ellipsis whitespace-nowrap hover:text-foreground" href="index.html">
-<span class="hidden md:inline">gen-tries 0.9.4 documentation</span>
+<span class="hidden md:inline">gen-tries 0.9.6 documentation</span>
 <svg aria-label="Home" class="md:hidden" fill="currentColor" height="18" stroke="none" viewbox="0 96 960 960" width="18" xmlns="http://www.w3.org/2000/svg">
 <path d="M240 856h120V616h240v240h120V496L480 316 240 496v360Zm-80 80V456l320-240 320 240v480H520V696h-80v240H160Zm320-350Z"></path>
 </svg>
@@ -129,8 +129,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>key</strong> (<a class="reference internal" href="gentrie.html#gentrie.TrieId" title="gentrie.TrieId"><em>TrieId</em></a><em> | </em><em>GeneralizedKey</em>) – the identifier to retrieve.</p></li>
-<li><p><strong>default</strong> (<em>Optional</em><em>[</em><a class="reference internal" href="gentrie.html#gentrie.TrieEntry" title="gentrie.TrieEntry"><em>TrieEntry</em></a><em> | </em><em>Any</em><em>]</em><em>, </em><em>default=None</em>) – The default value to return if the key is not found.</p></li>
+<li><p><strong>key</strong> (<a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><em>TrieId</em></a><em> | </em><em>GeneralizedKey</em>) – the identifier to retrieve.</p></li>
+<li><p><strong>default</strong> (<em>Optional</em><em>[</em><a class="reference internal" href="reference.html#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><em>TrieEntry</em></a><em> | </em><em>Any</em><em>]</em><em>, </em><em>default=None</em>) – The default value to return if the key is not found.</p></li>
 </ul>
 </dd>
 </dl>
@@ -251,7 +251,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 The key can be specified either as a <code class="xref py py-class docutils literal notranslate"><span class="pre">TrieId</span></code> or as a <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>key</strong> (<a class="reference internal" href="gentrie.html#gentrie.TrieId" title="gentrie.TrieId"><em>TrieId</em></a><em> | </em><em>GeneralizedKey</em>) – identifier for key to remove.</p>
+<dd class="field-odd"><p><strong>key</strong> (<a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><em>TrieId</em></a><em> | </em><em>GeneralizedKey</em>) – identifier for key to remove.</p>
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
 <dd class="field-even"><ul class="simple">
@@ -296,8 +296,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
 <dd class="field-even"><ul class="simple">
-<li><p><a class="reference internal" href="gentrie.html#gentrie.InvalidGeneralizedKeyError" title="gentrie.InvalidGeneralizedKeyError"><strong>InvalidGeneralizedKeyError</strong></a> – If key is not a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code>.</p></li>
-<li><p><a class="reference internal" href="gentrie.html#gentrie.DuplicateKeyError" title="gentrie.DuplicateKeyError"><strong>DuplicateKeyError</strong></a> – If the key is already in the trie.</p></li>
+<li><p><a class="reference internal" href="reference.html#gentrie.exceptions.InvalidGeneralizedKeyError" title="gentrie.exceptions.InvalidGeneralizedKeyError"><strong>InvalidGeneralizedKeyError</strong></a> – If key is not a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code>.</p></li>
+<li><p><a class="reference internal" href="reference.html#gentrie.exceptions.DuplicateKeyError" title="gentrie.exceptions.DuplicateKeyError"><strong>DuplicateKeyError</strong></a> – If the key is already in the trie.</p></li>
 </ul>
 </dd>
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -334,7 +334,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </ul>
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
-<dd class="field-even"><p><a class="reference internal" href="gentrie.html#gentrie.InvalidGeneralizedKeyError" title="gentrie.InvalidGeneralizedKeyError"><strong>InvalidGeneralizedKeyError</strong></a> – If key is not a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code>.</p>
+<dd class="field-even"><p><a class="reference internal" href="reference.html#gentrie.exceptions.InvalidGeneralizedKeyError" title="gentrie.exceptions.InvalidGeneralizedKeyError"><strong>InvalidGeneralizedKeyError</strong></a> – If key is not a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code>.</p>
 </dd>
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
 <dd class="field-odd"><p>Id of the inserted key. If the key was already in the trie with the same value
@@ -358,7 +358,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <p>Mixin providing traversal operations (prefixes, prefixed_by).</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="gentrie.trie.traversal.TrieTraversalMixin.prefixed_by">
-<span class="sig-name descname"><span class="pre">prefixed_by</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Generator" title="(in Python v3.13)"><span class="pre">Generator</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#gentrie.trie.traversal.TrieTraversalMixin.prefixed_by" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.trie.traversal.TrieTraversalMixin.prefixed_by'">¶</a></dt>
+<span class="sig-name descname"><span class="pre">prefixed_by</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Iterator" title="(in Python v3.13)"><span class="pre">Iterator</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#gentrie.trie.traversal.TrieTraversalMixin.prefixed_by" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.trie.traversal.TrieTraversalMixin.prefixed_by'">¶</a></dt>
 <dd><p>Yields all entries in the trie that are prefixed by the given key, up to a specified depth.</p>
 <p>Searches the trie for all keys that start with the provided key and yields their
 <code class="xref py py-class docutils literal notranslate"><span class="pre">TrieEntry</span></code> instances.</p>
@@ -392,7 +392,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd>
 <dt class="field-odd">Raises<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="gentrie.html#gentrie.InvalidGeneralizedKeyError" title="gentrie.InvalidGeneralizedKeyError"><strong>InvalidGeneralizedKeyError</strong></a> – If key arg is not a valid GeneralizedKey.</p></li>
+<li><p><a class="reference internal" href="reference.html#gentrie.exceptions.InvalidGeneralizedKeyError" title="gentrie.exceptions.InvalidGeneralizedKeyError"><strong>InvalidGeneralizedKeyError</strong></a> – If key arg is not a valid GeneralizedKey.</p></li>
 <li><p><a class="reference internal" href="gentrie.html#gentrie.exceptions.TrieTypeError" title="gentrie.exceptions.TrieTypeError"><strong>TrieTypeError</strong></a> – If depth arg is not an int.</p></li>
 <li><p><a class="reference internal" href="gentrie.html#gentrie.exceptions.TrieValueError" title="gentrie.exceptions.TrieValueError"><strong>TrieValueError</strong></a> – If depth arg is less than -1.</p></li>
 </ul>
@@ -417,7 +417,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dd></dl>
 <dl class="py method">
 <dt class="sig sig-object py" id="gentrie.trie.traversal.TrieTraversalMixin.prefixes">
-<span class="sig-name descname"><span class="pre">prefixes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Generator" title="(in Python v3.13)"><span class="pre">Generator</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#gentrie.trie.traversal.TrieTraversalMixin.prefixes" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.trie.traversal.TrieTraversalMixin.prefixes'">¶</a></dt>
+<span class="sig-name descname"><span class="pre">prefixes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Iterator" title="(in Python v3.13)"><span class="pre">Iterator</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#gentrie.trie.traversal.TrieTraversalMixin.prefixes" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.trie.traversal.TrieTraversalMixin.prefixes'">¶</a></dt>
 <dd><p>Yields TrieEntry instances for all keys in the trie that are a prefix of the passed key.</p>
 <p>Searches the trie for all keys that are prefix matches
 for the key and yields their TrieEntry instances.</p>
@@ -442,7 +442,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <dd class="field-even"><p><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieEntry</span></code> – The next matching <code class="xref py py-class docutils literal notranslate"><span class="pre">TrieEntry</span></code> instance.</p>
 </dd>
 <dt class="field-odd">Raises<span class="colon">:</span></dt>
-<dd class="field-odd"><p><a class="reference internal" href="gentrie.html#gentrie.InvalidGeneralizedKeyError" title="gentrie.InvalidGeneralizedKeyError"><strong>InvalidGeneralizedKeyError</strong></a> – If key is not a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code>
+<dd class="field-odd"><p><a class="reference internal" href="reference.html#gentrie.exceptions.InvalidGeneralizedKeyError" title="gentrie.exceptions.InvalidGeneralizedKeyError"><strong>InvalidGeneralizedKeyError</strong></a> – If key is not a valid <code class="xref py py-class docutils literal notranslate"><span class="pre">GeneralizedKey</span></code>
     (is not a <code class="xref py py-class docutils literal notranslate"><span class="pre">Sequence</span></code> of <code class="xref py py-class docutils literal notranslate"><span class="pre">TrieKeyToken</span></code> objects).</p>
 </dd>
 </dl>
@@ -483,6 +483,10 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <span class="sig-name descname"><span class="pre">children</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="gentrie.html#gentrie.nodes.Node" title="gentrie.nodes.Node"><span class="pre">Node</span></a><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.children" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.trie.trie_mixins.TrieMixinsInterface.children'">¶</a></dt>
 <dd></dd></dl>
 <dl class="py method">
+<dt class="sig sig-object py" id="gentrie.trie.trie_mixins.TrieMixinsInterface.clear">
+<span class="sig-name descname"><span class="pre">clear</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span></span><a class="headerlink" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.clear" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.trie.trie_mixins.TrieMixinsInterface.clear'">¶</a></dt>
+<dd></dd></dl>
+<dl class="py method">
 <dt class="sig sig-object py" id="gentrie.trie.trie_mixins.TrieMixinsInterface.get">
 <span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="reference.html#gentrie.types.TrieId" title="gentrie.types.TrieId"><span class="pre">TrieId</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="reference.html#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="reference.html#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a></span></span><a class="headerlink" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.get" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.trie.trie_mixins.TrieMixinsInterface.get'">¶</a></dt>
 <dd></dd></dl>
@@ -648,6 +652,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <li><a :data-current="activeSection === '#gentrie.trie.trie_mixins.TrieMixinsInterface'" class="reference internal" href="#gentrie.trie.trie_mixins.TrieMixinsInterface"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface</span></code></a><ul>
 <li><a :data-current="activeSection === '#gentrie.trie.trie_mixins.TrieMixinsInterface.add'" class="reference internal" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.add"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.add()</span></code></a></li>
 <li><a :data-current="activeSection === '#gentrie.trie.trie_mixins.TrieMixinsInterface.children'" class="reference internal" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.children"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.children</span></code></a></li>
+<li><a :data-current="activeSection === '#gentrie.trie.trie_mixins.TrieMixinsInterface.clear'" class="reference internal" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.clear"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.clear()</span></code></a></li>
 <li><a :data-current="activeSection === '#gentrie.trie.trie_mixins.TrieMixinsInterface.get'" class="reference internal" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.get"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.get()</span></code></a></li>
 <li><a :data-current="activeSection === '#gentrie.trie.trie_mixins.TrieMixinsInterface.ident'" class="reference internal" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.ident"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.ident</span></code></a></li>
 <li><a :data-current="activeSection === '#gentrie.trie.trie_mixins.TrieMixinsInterface.parent'" class="reference internal" href="#gentrie.trie.trie_mixins.TrieMixinsInterface.parent"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.parent</span></code></a></li>
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index 6438a70..48a00f8 100644
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-<li class="toctree-l1"><a class="reference internal" href="benchmarks.html">Benchmarks</a><ul class="simple">
+<li class="toctree-l1" x-data="{ expanded: $el.classList.contains('current') ? true : false }"><a :class="{ 'expanded' : expanded }" @click="expanded = !expanded" class="reference internal expandable" href="benchmarks.html">Benchmarks<button @click.prevent.stop="expanded = !expanded" type="button"><span class="sr-only"></span><svg fill="currentColor" height="18px" stroke="none" viewbox="0 0 24 24" width="18px" xmlns="http://www.w3.org/2000/svg"><path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"></path></svg></button></a><ul class="simple" x-show="expanded">
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+</svg>
+</button>
+</aside>
+<main class="relative py-6 lg:gap-10 lg:py-8 xl:grid xl:grid-cols-[1fr_300px]">
 <div class="w-full min-w-0 mx-auto">
-
-    <div id="content" role="main">
-      <section id="welcome-to-gen-trie-s-documentation">
+<div id="content" role="main">
+<section id="welcome-to-gen-trie-s-documentation">
 <h1>Welcome to gen-trie’s documentation!<a class="headerlink" href="#welcome-to-gen-trie-s-documentation" title="Link to this heading">¶</a></h1>
 <p><strong>gen-trie</strong> is a Python library for creating and manipulating
 ‘generalized’ trie data structures.</p>
@@ -147,7 +108,7 @@ <h1>Welcome to gen-trie’s documentation!<a class="headerlink" href="#welcome-t
 Please refer to the documentation for the most up-to-date information.</p>
 </div>
 <section id="contents">
-<h2>Contents<a class="headerlink" href="#contents" title="Link to this heading">¶</a></h2>
+<h2>Contents<a class="headerlink" href="#contents" title="Link to this heading" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#contents'">¶</a></h2>
 <div class="toctree-wrapper compound">
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="usage.html">Using gen-trie</a><ul>
@@ -283,6 +244,7 @@ <h2>Contents<a class="headerlink" href="#contents" title="Link to this heading">
 <li class="toctree-l5"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface</span></code></a><ul>
 <li class="toctree-l6"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.add"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.add()</span></code></a></li>
 <li class="toctree-l6"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.children"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.children</span></code></a></li>
+<li class="toctree-l6"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.clear"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.clear()</span></code></a></li>
 <li class="toctree-l6"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.get"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.get()</span></code></a></li>
 <li class="toctree-l6"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.ident"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.ident</span></code></a></li>
 <li class="toctree-l6"><a class="reference internal" href="gentrie.trie.html#gentrie.trie.trie_mixins.TrieMixinsInterface.parent"><code class="docutils literal notranslate"><span class="pre">TrieMixinsInterface.parent</span></code></a></li>
@@ -420,31 +382,26 @@ <h2>Contents<a class="headerlink" href="#contents" title="Link to this heading">
 </div>
 </section>
 </section>
-
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-  <div class="sticky top-16 -mt-10 max-h-[calc(100vh-5rem)] overflow-y-auto pt-6 space-y-2"><p class="font-medium">On this page</p>
-    <ul>
-<li><a class="reference internal" href="#contents">Contents</a></li>
+</div></div><aside class="hidden text-sm xl:block" id="right-sidebar">
+<div class="sticky top-16 -mt-10 max-h-[calc(100vh-5rem)] overflow-y-auto pt-6 space-y-2"><p class="font-medium">On this page</p>
+<ul>
+<li><a :data-current="activeSection === '#contents'" class="reference internal" href="#contents">Contents</a></li>
 </ul>
 </div>
 </aside>
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-    </div><footer class="py-6 border-t border-border md:py-0">
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+</main>
+</div>
+</div><footer class="py-6 border-t border-border md:py-0">
+<div class="container flex flex-col items-center justify-between gap-4 md:h-24 md:flex-row">
+<div class="flex flex-col items-center gap-4 px-8 md:flex-row md:gap-2 md:px-0">
+<p class="text-sm leading-loose text-center text-muted-foreground md:text-left">© 2025, Jerilyn Franz Built with <a class="font-medium underline underline-offset-4" href="https://www.sphinx-doc.org" rel="noreferrer">Sphinx 8.1.3</a></p>
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+<script src="_static/documentation_options.js?v=564a08b9"></script>
+<script src="_static/doctools.js?v=9bcbadda"></script>
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+<script defer="defer" src="_static/theme.js?v=073f68d9"></script>
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 </html>
\ No newline at end of file
diff --git a/docs/html/modules.html b/docs/html/modules.html
index f153adc..9ba83cf 100644
--- a/docs/html/modules.html
+++ b/docs/html/modules.html
@@ -1,27 +1,20 @@
 <!DOCTYPE html>
-<html lang="en"
-      data-content_root="./"
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->
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-  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
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-  <meta name="theme-color" media="(prefers-color-scheme: light)" content="white" />
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-    <meta property="og:title" content="src | gen-tries 0.9.4 documentation" />
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+<html :class="{'dark': darkMode === 'dark' || (darkMode === 'system' &amp;&amp; window.matchMedia('(prefers-color-scheme: dark)').matches)}" class="scroll-smooth" data-content_root="./" lang="en" x-data="{ darkMode: localStorage.getItem('darkMode') || localStorage.setItem('darkMode', 'system'), activeSection: '' }" x-init="$watch('darkMode', val =&gt; localStorage.setItem('darkMode', val))">
+<head>
+<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
+<meta charset="utf-8"/>
+<meta content="white" media="(prefers-color-scheme: light)" name="theme-color"/>
+<meta content="black" media="(prefers-color-scheme: dark)" name="theme-color"/>
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+<title>src | gen-tries 0.9.6 documentation</title>
+<meta content="src | gen-tries 0.9.6 documentation" property="og:title"/>
+<meta content="src | gen-tries 0.9.6 documentation" name="twitter:title"/>
+<link href="_static/pygments.css?v=c309799c" rel="stylesheet" type="text/css"/>
+<link href="_static/theme.css?v=42baaae4" rel="stylesheet" type="text/css"/>
+<link href="search.html" rel="search" title="Search"/>
+<link href="genindex.html" rel="index" title="Index"/>
+<script>
     <!-- Prevent Flash of wrong theme -->
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@@ -34,125 +27,82 @@
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+<a class="!justify-start text-sm md:!hidden bg-background" href="index.html"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
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-<div class="mr-1">/</div><span aria-current="page"
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+<nav aria-label="breadcrumbs" class="flex items-center mb-4 space-x-1 text-sm text-muted-foreground">
+<a class="overflow-hidden text-ellipsis whitespace-nowrap hover:text-foreground" href="index.html">
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-
-    <div id="content" role="main">
-      <section id="src">
+<div id="content" role="main">
+<section id="src">
 <h1>src<a class="headerlink" href="#src" title="Link to this heading">¶</a></h1>
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@@ -287,25 +237,20 @@ <h1>src<a class="headerlink" href="#src" title="Link to this heading">¶</a></h1
 </ul>
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+</div></div>
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+</div>
+</div><footer class="py-6 border-t border-border md:py-0">
+<div class="container flex flex-col items-center justify-between gap-4 md:h-24 md:flex-row">
+<div class="flex flex-col items-center gap-4 px-8 md:flex-row md:gap-2 md:px-0">
+<p class="text-sm leading-loose text-center text-muted-foreground md:text-left">© 2025, Jerilyn Franz Built with <a class="font-medium underline underline-offset-4" href="https://www.sphinx-doc.org" rel="noreferrer">Sphinx 8.1.3</a></p>
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+<script src="_static/documentation_options.js?v=564a08b9"></script>
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diff --git a/docs/html/objects.inv b/docs/html/objects.inv
index 84622e7..43cd500 100644
Binary files a/docs/html/objects.inv and b/docs/html/objects.inv differ
diff --git a/docs/html/py-modindex.html b/docs/html/py-modindex.html
index b732b59..7a7265d 100644
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-    <meta property="og:title" content="Python Module Index | gen-tries 0.9.4 documentation" />
-    <meta name="twitter:title" content="Python Module Index | gen-tries 0.9.4 documentation" />
+    <title>Python Module Index | gen-tries 0.9.6 documentation</title>
+    <meta property="og:title" content="Python Module Index | gen-tries 0.9.6 documentation" />
+    <meta name="twitter:title" content="Python Module Index | gen-tries 0.9.6 documentation" />
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-      <a href="index.html" class="flex items-center mr-6"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+      <a href="index.html" class="flex items-center mr-6"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
       </a></div><button
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-    <a href="index.html" class="!justify-start text-sm md:!hidden bg-background"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+    <a href="index.html" class="!justify-start text-sm md:!hidden bg-background"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
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     <div class="relative overflow-hidden md:overflow-auto my-4 md:my-0 h-[calc(100vh-8rem)] md:h-auto">
@@ -234,7 +234,7 @@ <h1>Python Module Index</h1>
 </footer>
   </div>
   
-    <script src="_static/documentation_options.js?v=c5ca06ca"></script>
+    <script src="_static/documentation_options.js?v=564a08b9"></script>
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diff --git a/docs/html/reference.html b/docs/html/reference.html
index 3774cdc..5aeae84 100644
--- a/docs/html/reference.html
+++ b/docs/html/reference.html
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-<meta content="API Reference | gen-tries 0.9.4 documentation" name="twitter:title"/>
+<title>API Reference | gen-tries 0.9.6 documentation</title>
+<meta content="API Reference | gen-tries 0.9.6 documentation" property="og:title"/>
+<meta content="API Reference | gen-tries 0.9.6 documentation" name="twitter:title"/>
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@@ -34,7 +34,7 @@
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-<a class="flex items-center mr-6" href="index.html"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+<a class="flex items-center mr-6" href="index.html"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
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-<a class="!justify-start text-sm md:!hidden bg-background" href="index.html"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+<a class="!justify-start text-sm md:!hidden bg-background" href="index.html"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
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+<span class="hidden md:inline">gen-tries 0.9.6 documentation</span>
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@@ -274,7 +274,7 @@ <h1>API Reference<a class="headerlink" href="#api-reference" title="Link to this
 </dd></dl>
 <dl class="py method">
 <dt class="sig sig-object py" id="gentrie.GeneralizedTrie.prefixed_by">
-<span class="sig-name descname"><span class="pre">prefixed_by</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Generator" title="(in Python v3.13)"><span class="pre">Generator</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#gentrie.GeneralizedTrie.prefixed_by" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.GeneralizedTrie.prefixed_by'">¶</a></dt>
+<span class="sig-name descname"><span class="pre">prefixed_by</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Iterator" title="(in Python v3.13)"><span class="pre">Iterator</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#gentrie.GeneralizedTrie.prefixed_by" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.GeneralizedTrie.prefixed_by'">¶</a></dt>
 <dd><p>Yields all entries in the trie that are prefixed by the given key, up to a specified depth.</p>
 <p>Searches the trie for all keys that start with the provided key and yields their
 <a class="reference internal" href="gentrie.html#gentrie.TrieEntry" title="gentrie.TrieEntry"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrieEntry</span></code></a> instances.</p>
@@ -333,7 +333,7 @@ <h1>API Reference<a class="headerlink" href="#api-reference" title="Link to this
 </dd></dl>
 <dl class="py method">
 <dt class="sig sig-object py" id="gentrie.GeneralizedTrie.prefixes">
-<span class="sig-name descname"><span class="pre">prefixes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Generator" title="(in Python v3.13)"><span class="pre">Generator</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#gentrie.GeneralizedTrie.prefixes" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.GeneralizedTrie.prefixes'">¶</a></dt>
+<span class="sig-name descname"><span class="pre">prefixes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence" title="(in Python v3.13)"><span class="pre">Sequence</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.protocols.TrieKeyToken" title="gentrie.protocols.TrieKeyToken"><span class="pre">TrieKeyToken</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Iterator" title="(in Python v3.13)"><span class="pre">Iterator</span></a><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#gentrie.types.TrieEntry" title="gentrie.types.TrieEntry"><span class="pre">TrieEntry</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#gentrie.GeneralizedTrie.prefixes" title="Link to this definition" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#gentrie.GeneralizedTrie.prefixes'">¶</a></dt>
 <dd><p>Yields TrieEntry instances for all keys in the trie that are a prefix of the passed key.</p>
 <p>Searches the trie for all keys that are prefix matches
 for the key and yields their TrieEntry instances.</p>
@@ -580,7 +580,7 @@ <h1>API Reference<a class="headerlink" href="#api-reference" title="Link to this
 </div>
 </footer>
 </div>
-<script src="_static/documentation_options.js?v=c5ca06ca"></script>
+<script src="_static/documentation_options.js?v=564a08b9"></script>
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diff --git a/docs/html/search.html b/docs/html/search.html
index c75f4c7..d84bf91 100644
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   <meta name="theme-color" media="(prefers-color-scheme: dark)" content="black" />
   
-    <title>Search | gen-tries 0.9.4 documentation</title>
-    <meta property="og:title" content="Search | gen-tries 0.9.4 documentation" />
-    <meta name="twitter:title" content="Search | gen-tries 0.9.4 documentation" />
+    <title>Search | gen-tries 0.9.6 documentation</title>
+    <meta property="og:title" content="Search | gen-tries 0.9.6 documentation" />
+    <meta name="twitter:title" content="Search | gen-tries 0.9.6 documentation" />
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=c309799c" />
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@@ -39,7 +39,7 @@
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     <div class="hidden mr-4 md:flex">
-      <a href="index.html" class="flex items-center mr-6"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+      <a href="index.html" class="flex items-center mr-6"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
       </a></div><button
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-    <a href="index.html" class="!justify-start text-sm md:!hidden bg-background"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+    <a href="index.html" class="!justify-start text-sm md:!hidden bg-background"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
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     <div class="relative overflow-hidden md:overflow-auto my-4 md:my-0 h-[calc(100vh-8rem)] md:h-auto">
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   <a class="overflow-hidden text-ellipsis whitespace-nowrap hover:text-foreground"
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-    <span class="hidden md:inline">gen-tries 0.9.4 documentation</span>
+    <span class="hidden md:inline">gen-tries 0.9.6 documentation</span>
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@@ -170,7 +170,7 @@
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+    <script src="_static/documentation_options.js?v=564a08b9"></script>
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diff --git a/docs/html/searchindex.js b/docs/html/searchindex.js
index 0b2625c..9ce2ff1 100644
--- a/docs/html/searchindex.js
+++ b/docs/html/searchindex.js
@@ -1 +1 @@
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0, "worth": 0, "would": 0, "wrapper": 1, "write": 1, "www": [1, 6], "xy": 6, "xyz": 6, "y": 1, "yet_another_kei": 0, "yet_another_valu": 0, "yield": [2, 5], "you": [0, 1, 2, 5, 6]}, "titles": ["Benchmarks", "gentrie package", "gentrie.trie package", "Welcome to gen-trie\u2019s documentation!", "src", "API Reference", "Using gen-trie"], "titleterms": {"": 3, "1": 1, "2": 1, "3": 1, "By": 6, "In": 6, "Of": 0, "access": 2, "add": 0, "advanc": 0, "api": 5, "assign": 6, "base": 2, "basic": 1, "benchmark": 0, "build": 0, "collect": 2, "configur": 0, "content": [1, 2, 3], "creat": 0, "dictionari": 6, "discuss": 0, "document": 3, "english": 0, "entri": [1, 6], "exampl": [1, 6], "except": 1, "gen": [3, 6], "gentri": [1, 2], "get": 0, "hardwar": 0, "i": 0, "instal": 6, "interpret": 0, "iter": [], "kei": [0, 1, 6], "letter": 6, "measur": 0, "method": [], "modul": [1, 2], "mutat": 2, "node": 1, "number": [], "numer": 6, "organ": 0, "packag": [1, 2], "platform": 0, "prefix": [0, 1, 6], "prefixed_bi": 0, "protocol": 1, "python": 0, "refer": 5, "remov": [0, 2], "result": 0, "run": 0, "src": 4, "storag": 2, "submodul": [1, 2], "subpackag": 1, "suffix": 6, "suggest": 6, "syntax": 6, "synthet": 0, "travers": 2, "tri": [], "trie": [0, 1, 2, 3, 6], "trie_mixin": 2, "tupl": 6, "type": 1, "updat": 0, "url": [1, 6], "us": [0, 6], "usag": [0, 1, 6], "valid": 1, "valu": 6, "vector": 6, "version": 0, "welcom": 3, "what": 0, "word": [0, 6]}})
\ No newline at end of file
diff --git a/docs/html/usage.html b/docs/html/usage.html
index 8b7c450..60dc77b 100644
--- a/docs/html/usage.html
+++ b/docs/html/usage.html
@@ -7,9 +7,9 @@
 <meta content="white" media="(prefers-color-scheme: light)" name="theme-color"/>
 <meta content="black" media="(prefers-color-scheme: dark)" name="theme-color"/>
 <meta content="width=device-width, initial-scale=1" name="viewport"/>
-<title>Using gen-trie | gen-tries 0.9.4 documentation</title>
-<meta content="Using gen-trie | gen-tries 0.9.4 documentation" property="og:title"/>
-<meta content="Using gen-trie | gen-tries 0.9.4 documentation" name="twitter:title"/>
+<title>Using gen-trie | gen-tries 0.9.6 documentation</title>
+<meta content="Using gen-trie | gen-tries 0.9.6 documentation" property="og:title"/>
+<meta content="Using gen-trie | gen-tries 0.9.6 documentation" name="twitter:title"/>
 <link href="_static/pygments.css?v=c309799c" rel="stylesheet" type="text/css"/>
 <link href="_static/theme.css?v=42baaae4" rel="stylesheet" type="text/css"/>
 <link href="search.html" rel="search" title="Search"/>
@@ -34,7 +34,7 @@
       Skip to content
     </a><header class="sticky top-0 z-40 w-full border-b shadow-sm border-border supports-backdrop-blur:bg-background/60 bg-background/95 backdrop-blur"><div class="container flex items-center h-14">
 <div class="hidden mr-4 md:flex">
-<a class="flex items-center mr-6" href="index.html"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+<a class="flex items-center mr-6" href="index.html"><span class="hidden font-bold sm:inline-block text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
 </a></div><button @click="showSidebar = true" class="inline-flex items-center justify-center h-10 px-0 py-2 mr-2 text-base font-medium transition-colors rounded-md hover:text-accent-foreground hover:bg-transparent md:hidden" type="button">
 <svg aria-hidden="true" fill="currentColor" height="24" viewbox="0 96 960 960" width="24" xmlns="http://www.w3.org/2000/svg">
 <path d="M152.587 825.087q-19.152 0-32.326-13.174t-13.174-32.326q0-19.152 13.174-32.326t32.326-13.174h440q19.152 0 32.326 13.174t13.174 32.326q0 19.152-13.174 32.326t-32.326 13.174h-440Zm0-203.587q-19.152 0-32.326-13.174T107.087 576q0-19.152 13.174-32.326t32.326-13.174h320q19.152 0 32.326 13.174T518.087 576q0 19.152-13.174 32.326T472.587 621.5h-320Zm0-203.587q-19.152 0-32.326-13.174t-13.174-32.326q0-19.152 13.174-32.326t32.326-13.174h440q19.152 0 32.326 13.174t13.174 32.326q0 19.152-13.174 32.326t-32.326 13.174h-440ZM708.913 576l112.174 112.174q12.674 12.674 12.674 31.826t-12.674 31.826Q808.413 764.5 789.261 764.5t-31.826-12.674l-144-144Q600 594.391 600 576t13.435-31.826l144-144q12.674-12.674 31.826-12.674t31.826 12.674q12.674 12.674 12.674 31.826t-12.674 31.826L708.913 576Z"></path>
@@ -64,7 +64,7 @@
 </div>
 </header>
 <div class="flex-1"><div class="container flex-1 items-start md:grid md:grid-cols-[220px_minmax(0,1fr)] md:gap-6 lg:grid-cols-[240px_minmax(0,1fr)] lg:gap-10"><aside :aria-hidden="!showSidebar" :class="{ 'translate-x-0': showSidebar }" class="fixed inset-y-0 left-0 md:top-14 z-50 md:z-30 bg-background md:bg-transparent transition-all duration-100 -translate-x-full md:translate-x-0 ml-0 p-6 md:p-0 md:-ml-2 md:h-[calc(100vh-3.5rem)] w-5/6 md:w-full shrink-0 overflow-y-auto border-r border-border md:sticky" id="left-sidebar">
-<a class="!justify-start text-sm md:!hidden bg-background" href="index.html"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.4 documentation</span>
+<a class="!justify-start text-sm md:!hidden bg-background" href="index.html"><span class="font-bold text-clip whitespace-nowrap">gen-tries 0.9.6 documentation</span>
 </a>
 <div class="relative overflow-hidden md:overflow-auto my-4 md:my-0 h-[calc(100vh-8rem)] md:h-auto">
 <div class="overflow-y-auto h-full w-full relative pr-6"><nav class="table w-full min-w-full my-6 lg:my-8">
@@ -72,7 +72,9 @@
 <li class="toctree-l1 current" x-data="{ expanded: $el.classList.contains('current') ? true : false }"><a :class="{ 'expanded' : expanded }" @click="expanded = !expanded" class="current reference internal expandable" href="#">Using gen-trie<button @click.prevent.stop="expanded = !expanded" type="button"><span class="sr-only"></span><svg fill="currentColor" height="18px" stroke="none" viewbox="0 0 24 24" width="18px" xmlns="http://www.w3.org/2000/svg"><path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"></path></svg></button></a><ul class="simple" x-show="expanded">
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="reference.html">API Reference</a></li>
+<li class="toctree-l1" x-data="{ expanded: $el.classList.contains('current') ? true : false }"><a :class="{ 'expanded' : expanded }" @click="expanded = !expanded" class="reference internal expandable" href="reference.html">API Reference<button @click.prevent.stop="expanded = !expanded" type="button"><span class="sr-only"></span><svg fill="currentColor" height="18px" stroke="none" viewbox="0 0 24 24" width="18px" xmlns="http://www.w3.org/2000/svg"><path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"></path></svg></button></a><ul class="simple" x-show="expanded">
+</ul>
+</li>
 <li class="toctree-l1" x-data="{ expanded: $el.classList.contains('current') ? true : false }"><a :class="{ 'expanded' : expanded }" @click="expanded = !expanded" class="reference internal expandable" href="benchmarks.html">Benchmarks<button @click.prevent.stop="expanded = !expanded" type="button"><span class="sr-only"></span><svg fill="currentColor" height="18px" stroke="none" viewbox="0 0 24 24" width="18px" xmlns="http://www.w3.org/2000/svg"><path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"></path></svg></button></a><ul class="simple" x-show="expanded">
 </ul>
 </li>
@@ -94,7 +96,7 @@
 <div class="w-full min-w-0 mx-auto">
 <nav aria-label="breadcrumbs" class="flex items-center mb-4 space-x-1 text-sm text-muted-foreground">
 <a class="overflow-hidden text-ellipsis whitespace-nowrap hover:text-foreground" href="index.html">
-<span class="hidden md:inline">gen-tries 0.9.4 documentation</span>
+<span class="hidden md:inline">gen-tries 0.9.6 documentation</span>
 <svg aria-label="Home" class="md:hidden" fill="currentColor" height="18" stroke="none" viewbox="0 96 960 960" width="18" xmlns="http://www.w3.org/2000/svg">
 <path d="M240 856h120V616h240v240h120V496L480 316 240 496v360Zm-80 80V456l320-240 320 240v480H520V696h-80v240H160Zm320-350Z"></path>
 </svg>
@@ -858,7 +860,7 @@ <h4>Trie of numeric vectors<a class="headerlink" href="#trie-of-numeric-vectors"
 </div>
 </footer>
 </div>
-<script src="_static/documentation_options.js?v=c5ca06ca"></script>
+<script src="_static/documentation_options.js?v=564a08b9"></script>
 <script src="_static/doctools.js?v=9bcbadda"></script>
 <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
 <script defer="defer" src="_static/theme.js?v=073f68d9"></script>
diff --git a/docs/source/conf.py b/docs/source/conf.py
index a9633f5..1e54318 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -30,7 +30,7 @@
 # The short X.Y version
 version = '0.9'
 # The full version, including alpha/beta/rc tags
-release = '0.9.5'
+release = '0.9.6'
 
 
 # -- General configuration ---------------------------------------------------
diff --git a/pyproject.toml b/pyproject.toml
index 192aa73..e7f9ab2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ description = "Generalized trie implementation"
 readme = "README.md"
 keywords = ["trie"]
 license = { file = "LICENSE" }
-version = "0.9.5"
+version = "0.9.6"
 classifiers = [
     "Development Status :: 2 - Pre-Alpha",
     "Intended Audience :: Developers",
@@ -148,9 +148,11 @@ dev = [
     "pandas>=2.3.2",
     "matplotlib>=3.10.6",
     "seaborn>=0.13.2",
+    "types-seaborn>=0.13.2",
     "pytest-benchmark>=5.1.0",
     "rich>=14.1.0",
     "sphinx>=8.1.3",
+    "sphinxawesome-theme>=5.3.2",
     "sphinx-rtd-theme>=3.0.2",
     "sphinx-autodoc-typehints>=3.0.1"
 ]
diff --git a/src/gentrie/trie/access.py b/src/gentrie/trie/access.py
index e2f54e1..4c4ddea 100644
--- a/src/gentrie/trie/access.py
+++ b/src/gentrie/trie/access.py
@@ -1,7 +1,7 @@
 # -*- coding: utf-8 -*-
 """Data access operations for the trie."""
 
-from typing import Any, Optional
+from typing import Any, Optional, TYPE_CHECKING
 
 from ..exceptions import ErrorTag, InvalidGeneralizedKeyError, TrieKeyError, TrieTypeError
 from ..types import TrieEntry, TrieId, GeneralizedKey
@@ -15,6 +15,10 @@
 # pyright: reportPrivateUsage=false
 
 
+if TYPE_CHECKING:
+    from ..nodes import Node
+
+
 class TrieAccessMixin:
     """Mixin providing data access operations.
 
@@ -44,7 +48,7 @@ def __contains__(self: TrieMixinsInterface, key_or_ident: GeneralizedKey | TrieI
         if self.runtime_validation and not is_generalizedkey(key_or_ident):
             return False
 
-        current_node = self
+        current_node: TrieMixinsInterface | Node = self
         for token in key_or_ident:
             if token not in current_node.children:
                 return False
diff --git a/src/gentrie/trie/base.py b/src/gentrie/trie/base.py
index 15ea77f..bb0e7ad 100644
--- a/src/gentrie/trie/base.py
+++ b/src/gentrie/trie/base.py
@@ -1,16 +1,14 @@
 # -*- coding: utf-8 -*-
 """Base trie functionality and initialization."""
-
+from __future__ import annotations
 from copy import deepcopy
 from textwrap import indent
-from typing import Any, Optional, TYPE_CHECKING
+from typing import Any, Optional
 
 from ..nodes import Node
 from ..protocols import TrieKeyToken
 from ..types import TrieEntry, TrieId
-
-if TYPE_CHECKING:
-    from .trie_mixins import TrieMixinsInterface
+from .trie_mixins import TrieMixinsInterface
 
 
 class TrieBase:
@@ -20,7 +18,7 @@ class TrieBase:
         runtime_validation (bool): Whether to enable runtime validation of keys.
     """
 
-    def __init__(self, runtime_validation: bool = True) -> None:
+    def __init__(self: TrieMixinsInterface, runtime_validation: bool = True) -> None:
         """Initializes a new TrieBase instance.
 
         By default, runtime validation of keys is enabled. If your code is well tested,
@@ -48,7 +46,7 @@ def __init__(self, runtime_validation: bool = True) -> None:
         # Mapping of unique identifiers to their corresponding TrieEntry instances.
         self._trie_entries: dict[TrieId, TrieEntry] = {}
 
-    def clear(self) -> None:
+    def clear(self: TrieMixinsInterface) -> None:
         """Clears all keys from the trie."""
         self.ident = None
         self.token = None
@@ -60,7 +58,7 @@ def clear(self) -> None:
         # Reset the ident counter
         self._ident_counter = 0
 
-    def __str__(self) -> str:
+    def __str__(self: TrieMixinsInterface) -> str:
         """Generates a stringified version of the trie for visual examination."""
         output: list[str] = ["{"]
         output.append(f"  trie number = {self._ident_counter}")
@@ -73,7 +71,7 @@ def __str__(self) -> str:
         output.append("}")
         return "\n".join(output)
 
-    def _as_dict(self) -> dict[str, Any]:
+    def _as_dict(self: TrieMixinsInterface) -> dict[str, Any]:
         """Converts the trie to a dictionary representation."""
         # pylint: disable=protected-access, no-member
         return deepcopy({
diff --git a/src/gentrie/trie/collection.py b/src/gentrie/trie/collection.py
index 17e76bb..61766ba 100644
--- a/src/gentrie/trie/collection.py
+++ b/src/gentrie/trie/collection.py
@@ -4,7 +4,6 @@
 from typing import Generator
 
 from ..types import TrieEntry, TrieId
-
 from .trie_mixins import TrieMixinsInterface
 
 
diff --git a/src/gentrie/trie/mutation.py b/src/gentrie/trie/mutation.py
index 979992a..e3af938 100644
--- a/src/gentrie/trie/mutation.py
+++ b/src/gentrie/trie/mutation.py
@@ -5,7 +5,6 @@
 
 from ..protocols import GeneralizedKey
 from ..types import TrieId
-
 from .trie_mixins import TrieMixinsInterface
 
 
diff --git a/src/gentrie/trie/removal.py b/src/gentrie/trie/removal.py
index 0ceea15..ce07d26 100644
--- a/src/gentrie/trie/removal.py
+++ b/src/gentrie/trie/removal.py
@@ -6,7 +6,6 @@
 from ..protocols import GeneralizedKey, TrieKeyToken
 from ..types import TrieId
 from ..validation import is_generalizedkey
-
 from .trie_mixins import TrieMixinsInterface
 
 # Disabled because pyright does not understand mixins
diff --git a/src/gentrie/trie/storage.py b/src/gentrie/trie/storage.py
index 9b40f91..6866b82 100644
--- a/src/gentrie/trie/storage.py
+++ b/src/gentrie/trie/storage.py
@@ -11,7 +11,6 @@
 from ..protocols import GeneralizedKey
 from ..types import TrieEntry, TrieId
 from ..validation import is_generalizedkey
-
 from .trie_mixins import TrieMixinsInterface
 
 # Disabled because pyright does not understand mixins
diff --git a/src/gentrie/trie/traversal.py b/src/gentrie/trie/traversal.py
index 8fd21fc..d3df186 100644
--- a/src/gentrie/trie/traversal.py
+++ b/src/gentrie/trie/traversal.py
@@ -2,15 +2,18 @@
 """Traversal operations for GeneralizedTrie."""
 
 from collections import deque
-from typing import Generator
+from typing import Iterator, TYPE_CHECKING
 
 from ..exceptions import InvalidGeneralizedKeyError, ErrorTag, TrieTypeError, TrieValueError
 from ..protocols import GeneralizedKey
 from ..types import TrieEntry
 from ..validation import is_generalizedkey
-
 from .trie_mixins import TrieMixinsInterface
 
+
+if TYPE_CHECKING:
+    from ..nodes import Node
+
 # Disabled because pyright does not understand mixins
 # use of private attributes from the mixing class as declared
 # in the TrieMixinsInterface protocol.
@@ -20,7 +23,7 @@
 class TrieTraversalMixin:
     """Mixin providing traversal operations (prefixes, prefixed_by)."""
 
-    def prefixes(self: TrieMixinsInterface, key: GeneralizedKey) -> Generator[TrieEntry, None, None]:
+    def prefixes(self: TrieMixinsInterface, key: GeneralizedKey) -> Iterator[TrieEntry]:
         """Yields TrieEntry instances for all keys in the trie that are a prefix of the passed key.
 
         Searches the trie for all keys that are prefix matches
@@ -71,7 +74,7 @@ def prefixes(self: TrieMixinsInterface, key: GeneralizedKey) -> Generator[TrieEn
                 tag=ErrorTag.TRIE_PREFIXES_INVALID_GENERALIZED_KEY
             )
 
-        current_node = self
+        current_node: TrieMixinsInterface | Node = self
 
         for token in key:
             if current_node.ident:
@@ -85,7 +88,7 @@ def prefixes(self: TrieMixinsInterface, key: GeneralizedKey) -> Generator[TrieEn
             yield self._trie_entries[current_node.ident]
 
     def prefixed_by(self: TrieMixinsInterface, key: GeneralizedKey, depth: int = -1
-                    ) -> Generator[TrieEntry, None, None]:
+                    ) -> Iterator[TrieEntry]:
         """Yields all entries in the trie that are prefixed by the given key, up to a specified depth.
 
         Searches the trie for all keys that start with the provided key and yields their
@@ -156,7 +159,7 @@ def prefixed_by(self: TrieMixinsInterface, key: GeneralizedKey, depth: int = -1
                 tag=ErrorTag.TRIE_PREFIXED_BY_BAD_DEPTH_VALUE
             )
 
-        current_node = self
+        current_node: TrieMixinsInterface | Node = self
         try:
             for token in key:
                 current_node = current_node.children[token]
diff --git a/src/gentrie/trie/trie_mixins.py b/src/gentrie/trie/trie_mixins.py
index 925ff6c..744dbef 100644
--- a/src/gentrie/trie/trie_mixins.py
+++ b/src/gentrie/trie/trie_mixins.py
@@ -1,5 +1,5 @@
 """Protocol for all GeneralizedTrie trie mixins."""
-
+from __future__ import annotations
 from typing import Any, Iterator, Optional, Protocol
 
 from ..nodes import Node
@@ -30,6 +30,11 @@ class TrieMixinsInterface(Protocol):
 
     # pylint: disable=missing-function-docstring
 
+    # From base.py
+    def __init__(self, runtime_validation: bool = True) -> None: ...
+    def clear(self) -> None: ...
+    def __str__(self) -> str: ...
+
     # From storage.py
     def add(self, key: GeneralizedKey, value: Optional[Any] = None) -> TrieId: ...
     def update(self, key: GeneralizedKey, value: Optional[Any] = None) -> TrieId: ...
diff --git a/tests/gentrie/test_gentri.py b/tests/gentrie/test_gentri.py
index 6fbe15d..e2b605a 100755
--- a/tests/gentrie/test_gentri.py
+++ b/tests/gentrie/test_gentri.py
@@ -32,7 +32,7 @@
     is_hashable)
 
 sys.path.append(os.path.dirname(os.path.abspath(__file__)))
-from testspec import TestSpec, run_tests_list  # noqa: E402  # pylint: disable=import-error
+from testspec import TestSpec, run_tests_list  # type: ignore[import-not-found] # noqa: E402, E501  # pylint: disable=import-error
 
 
 class MockDefaultTrieKeyToken:
@@ -501,7 +501,7 @@ def test_add(self) -> None:
                 expected={
                     'ident': None,
                     'children': {
-                        'tree': {
+                        'tree': {  # type: ignore[dict-item]
                             'ident': None,
                             'token': 'tree',
                             'value': None,
@@ -544,7 +544,7 @@ def test_add(self) -> None:
                 expected={
                     'ident': None,
                     'children': {
-                        'tree': {
+                        'tree': {  # type: ignore[dict-item]
                             'ident': None,
                             'token': 'tree',
                             'value': None,
@@ -860,7 +860,7 @@ def test_update(self) -> None:
                 expected={
                     'ident': None,
                     'children': {
-                        'tree': {
+                        'tree': {  # type: ignore[dict-item]
                             'ident': None,
                             'token': 'tree',
                             'value': None,
@@ -903,7 +903,7 @@ def test_update(self) -> None:
                 expected={
                     'ident': None,
                     'children': {
-                        'tree': {
+                        'tree': {  # type: ignore[dict-item]
                             'ident': None,
                             'token': 'tree',
                             'value': None,
@@ -1139,7 +1139,7 @@ def test_update(self) -> None:
                 expected={
                     'ident': None,
                     'children': {
-                        'tree': {
+                        'tree': {  # type: ignore[dict-item]
                             'ident': None,
                             'token': 'tree',
                             'value': None,
@@ -1915,7 +1915,7 @@ def test_contains_dunder(self) -> None:
         # Test with different types of keys and a new trie
         trie = GeneralizedTrie()
         id_list_1: TrieId = trie.add([1])
-        id_list_none: TrieId = trie.add([None])
+        id_list_none: TrieId = trie.add([None])  # type: ignore[list-item]
         tests = [
             TestSpec(
                 name="[TGT_TC013] trie.__contains__(1) (false, int(1) not a valid key type)",
@@ -2155,8 +2155,8 @@ def test_keys(self) -> None:
             self.assertEqual(found_id, expect_id)
 
         with self.subTest(msg="[TK003] trie.keys()"):
-            expect_id_list: list[TrieId] = [TrieId(1)]
-            found_id_list: list[TrieId] = list(trie.keys())
+            expect_id_list = [TrieId(1)]
+            found_id_list = list(trie.keys())
             self.assertEqual(found_id_list, expect_id_list)
 
         with self.subTest(msg="[TK004] trie.add('abc')"):
@@ -2169,8 +2169,9 @@ def test_keys(self) -> None:
             found_id_list = list(sorted(trie.keys()))
             self.assertEqual(found_id_list, expect_id_list)
 
-        with self.assertRaises(TypeError, msg="[TK006] trie.remove('abc')"):
-            trie.remove(set('abc'))  # type: ignore[reportGeneralTypeIssues]
+        with self.assertRaises(TypeError, msg="[TK006] trie.remove(set('abc')) (invalid key type)"):
+            # mypy: disable=arg-type
+            trie.remove(set('abc'))  # type: ignore[reportGeneralTypeIssues, arg-type]
 
         with self.subTest(msg="[TK007] trie.remove(TrieId(1))"):
             trie.remove(TrieId(1))
@@ -2314,8 +2315,8 @@ def test_iter(self) -> None:
             self.assertEqual(found_id, expect_id)
 
         with self.subTest(msg="[TITER005] for entry in trie:"):
-            expect_ids_list: list[TrieId] = [TrieId(1), TrieId(2)]
-            found_ids_list: list[TrieId] = []
+            expect_ids_list = [TrieId(1), TrieId(2)]
+            found_ids_list = []
             for entry in trie:
                 found_ids_list.append(entry)
             self.assertEqual(sorted(found_ids_list), expect_ids_list)
diff --git a/tests/gentrie/testspec.py b/tests/gentrie/testspec.py
index 93a058f..2fbc842 100644
--- a/tests/gentrie/testspec.py
+++ b/tests/gentrie/testspec.py
@@ -95,8 +95,10 @@ def run_test(test_case: unittest.TestCase, spec: TestSpec) -> None:  # pylint: d
                     errors.append(f"failed object validation: obj={spec.obj}")
                 if spec.expected is not NO_EXPECTED_VALUE and spec.expected != found:
                     errors.append(f"expected={spec.expected}, found={found}")
-                    if isinstance(spec.display_on_fail, Callable):
+                    if callable(spec.display_on_fail):
                         errors.append(spec.display_on_fail())
+                    elif isinstance(spec.display_on_fail, str):
+                        errors.append(spec.display_on_fail)
         except Exception as err:  # pylint: disable=broad-exception-caught
             if spec.exception is None:
                 errors.append(f"Did not expect exception. Caught exception {repr(err)}")
diff --git a/uv.lock b/uv.lock
index ae9931c..bf16c96 100644
--- a/uv.lock
+++ b/uv.lock
@@ -104,6 +104,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/63/13/47bba97924ebe86a62ef83dc75b7c8a881d53c535f83e2c54c4bd701e05c/bcrypt-4.3.0-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:57967b7a28d855313a963aaea51bf6df89f833db4320da458e5b3c5ab6d4c938", size = 280110, upload-time = "2025-02-28T01:24:05.896Z" },
 ]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.13.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "soupsieve" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/85/2e/3e5079847e653b1f6dc647aa24549d68c6addb4c595cc0d902d1b19308ad/beautifulsoup4-4.13.5.tar.gz", hash = "sha256:5e70131382930e7c3de33450a2f54a63d5e4b19386eab43a5b34d594268f3695", size = 622954, upload-time = "2025-08-24T14:06:13.168Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/04/eb/f4151e0c7377a6e08a38108609ba5cede57986802757848688aeedd1b9e8/beautifulsoup4-4.13.5-py3-none-any.whl", hash = "sha256:642085eaa22233aceadff9c69651bc51e8bf3f874fb6d7104ece2beb24b47c4a", size = 105113, upload-time = "2025-08-24T14:06:14.884Z" },
+]
+
 [[package]]
 name = "black"
 version = "25.1.0"
@@ -762,7 +775,7 @@ wheels = [
 
 [[package]]
 name = "gen-tries"
-version = "0.9.5"
+version = "0.9.6"
 source = { editable = "." }
 
 [package.dev-dependencies]
@@ -791,8 +804,10 @@ dev = [
     { name = "sphinx-autodoc-typehints", version = "3.0.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
     { name = "sphinx-autodoc-typehints", version = "3.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "sphinx-rtd-theme" },
+    { name = "sphinxawesome-theme" },
     { name = "testplan" },
     { name = "twine" },
+    { name = "types-seaborn" },
 ]
 
 [package.metadata]
@@ -821,8 +836,10 @@ dev = [
     { name = "sphinx", specifier = ">=8.1.3" },
     { name = "sphinx-autodoc-typehints", specifier = ">=3.0.1" },
     { name = "sphinx-rtd-theme", specifier = ">=3.0.2" },
+    { name = "sphinxawesome-theme", specifier = ">=5.3.2" },
     { name = "testplan", specifier = ">=25.8.0" },
     { name = "twine", specifier = ">=6.2.0" },
+    { name = "types-seaborn", specifier = ">=0.13.2" },
 ]
 
 [[package]]
@@ -1772,6 +1789,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cd/d7/612123674d7b17cf345aad0a10289b2a384bff404e0463a83c4a3a59d205/pandas-2.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:d2c3554bd31b731cd6490d94a28f3abb8dd770634a9e06eb6d2911b9827db370", size = 13186141, upload-time = "2025-08-21T10:28:05.377Z" },
 ]
 
+[[package]]
+name = "pandas-stubs"
+version = "2.3.2.250827"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "types-pytz" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/03/7b/8d2076a76ddf35806319798037056e4bbdcacdc832fb7c95b517f4c03fb2/pandas_stubs-2.3.2.250827.tar.gz", hash = "sha256:bcc2d49a2766325e4a1a492c3eeda879e9521bb5e26e69e2bbf13e80e7ef569a", size = 100032, upload-time = "2025-08-27T23:18:12.802Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a1/b8/dc820157be5aa9527f1f7ffe81737ee4d1cf0924081e1bfbd680530dde41/pandas_stubs-2.3.2.250827-py3-none-any.whl", hash = "sha256:3d613013b4189147a9a6bb18d8bec1e5b137de091496e9b9ff9f137ec3e223a9", size = 157775, upload-time = "2025-08-27T23:18:11.083Z" },
+]
+
 [[package]]
 name = "paramiko"
 version = "4.0.0"
@@ -2445,6 +2476,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c8/78/3565d011c61f5a43488987ee32b6f3f656e7f107ac2782dd57bdd7d91d9a/snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064", size = 103274, upload-time = "2025-05-09T16:34:50.371Z" },
 ]
 
+[[package]]
+name = "soupsieve"
+version = "2.8"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/6d/e6/21ccce3262dd4889aa3332e5a119a3491a95e8f60939870a3a035aabac0d/soupsieve-2.8.tar.gz", hash = "sha256:e2dd4a40a628cb5f28f6d4b0db8800b8f581b65bb380b97de22ba5ca8d72572f", size = 103472, upload-time = "2025-08-27T15:39:51.78Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/14/a0/bb38d3b76b8cae341dad93a2dd83ab7462e6dbcdd84d43f54ee60a8dc167/soupsieve-2.8-py3-none-any.whl", hash = "sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c", size = 36679, upload-time = "2025-08-27T15:39:50.179Z" },
+]
+
 [[package]]
 name = "sphinx"
 version = "8.1.3"
@@ -2554,6 +2594,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/85/77/46e3bac77b82b4df5bb5b61f2de98637724f246b4966cfc34bc5895d852a/sphinx_rtd_theme-3.0.2-py2.py3-none-any.whl", hash = "sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13", size = 7655561, upload-time = "2024-11-13T11:06:02.094Z" },
 ]
 
+[[package]]
+name = "sphinxawesome-theme"
+version = "5.3.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "beautifulsoup4" },
+    { name = "sphinx", version = "8.1.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "sphinx", version = "8.2.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' and python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/45/58/6f3e05f77c881e1356d73fc1d99561efe1795671bd56e7fb47c63a32cc1f/sphinxawesome_theme-5.3.2.tar.gz", hash = "sha256:0629d38b80aefc279b1186c53a7a6faf21e721b5b2ecda14f488ca1074e2631f", size = 364039, upload-time = "2024-11-08T11:51:03.257Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9b/e9/ca6a7178677bb171c8fd7f9eab726c00182168d38a79d2a58e7678590227/sphinxawesome_theme-5.3.2-py3-none-any.whl", hash = "sha256:5f2bb6b6ab8fa11db1ded5590106eb557351d6a6c36adea7ebd4e0f4bc96945d", size = 375173, upload-time = "2024-11-08T11:51:01.441Z" },
+]
+
 [[package]]
 name = "sphinxcontrib-applehelp"
 version = "2.0.0"
@@ -2754,6 +2808,30 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3a/7a/882d99539b19b1490cac5d77c67338d126e4122c8276bf640e411650c830/twine-6.2.0-py3-none-any.whl", hash = "sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8", size = 42727, upload-time = "2025-09-04T15:43:15.994Z" },
 ]
 
+[[package]]
+name = "types-pytz"
+version = "2025.2.0.20250809"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/07/e2/c774f754de26848f53f05defff5bb21dd9375a059d1ba5b5ea943cf8206e/types_pytz-2025.2.0.20250809.tar.gz", hash = "sha256:222e32e6a29bb28871f8834e8785e3801f2dc4441c715cd2082b271eecbe21e5", size = 10876, upload-time = "2025-08-09T03:14:17.453Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/db/d0/91c24fe54e565f2344d7a6821e6c6bb099841ef09007ea6321a0bac0f808/types_pytz-2025.2.0.20250809-py3-none-any.whl", hash = "sha256:4f55ed1b43e925cf851a756fe1707e0f5deeb1976e15bf844bcaa025e8fbd0db", size = 10095, upload-time = "2025-08-09T03:14:16.674Z" },
+]
+
+[[package]]
+name = "types-seaborn"
+version = "0.13.2.20250809"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "matplotlib" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "pandas-stubs" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/03/e7/213e88e625567e62eb3ba843ece9a4fa4cf7938ec7669f6214e2691dbbe7/types_seaborn-0.13.2.20250809.tar.gz", hash = "sha256:10bbdae691ecaddb9ec7c8358132216af671f4c83020fe14e9e5e75b3f142472", size = 29278, upload-time = "2025-08-09T03:17:21.489Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/bc/8a/f2d5f44a90b9932121dce254ddefebb075e83be94a503569e44ee23cd220/types_seaborn-0.13.2.20250809-py3-none-any.whl", hash = "sha256:311fe9a222fa646761d4e5193f28d74335d6aa81ea947bb01e70c3b2484d39ac", size = 40929, upload-time = "2025-08-09T03:17:20.729Z" },
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"