diff --git a/README.md b/README.md
index 1a634e3..1291d0f 100644
--- a/README.md
+++ b/README.md
@@ -54,7 +54,7 @@ Radixor is especially attractive when you want something more adaptable than sim
 
 Radixor includes a JMH benchmark suite for both its own algorithmic core and a side-by-side English comparison against the Snowball Porter stemmer family.
 
-On the current English comparison workload, Radixor with bundled `US_UK_PROFI` reaches approximately **31 to 32 million tokens per second**. Snowball original Porter reaches approximately **8 million tokens per second**, and Snowball English (Porter2) approximately **5 to 5.5 million tokens per second**.
+On the current English comparison workload, Radixor with bundled `US_UK` reaches approximately **31 to 32 million tokens per second**. Snowball original Porter reaches approximately **8 million tokens per second**, and Snowball English (Porter2) approximately **5 to 5.5 million tokens per second**.
 
 That places Radixor at approximately:
 
@@ -137,7 +137,7 @@ The repository keeps the front page concise and places detailed documentation un
   A practical first guide to loading, compiling, and using Radixor.
 
 - [Built-in Languages](docs/built-in-languages.md)  
-  Overview of bundled language resources such as `US_UK` and `US_UK_PROFI`.
+  Overview of bundled language resources such as `US_UK`.
 
 - [Dictionary Format](docs/dictionary-format.md)  
   How to write and normalize stemming dictionaries.
diff --git a/docs/benchmarking.md b/docs/benchmarking.md
index 8ee3b34..91bb8a9 100644
--- a/docs/benchmarking.md
+++ b/docs/benchmarking.md
@@ -13,7 +13,7 @@ The benchmark suite currently covers two categories:
 
 The comparison benchmark processes the same deterministic English token stream through:
 
-- Radixor with bundled `US_UK_PROFI`,
+- Radixor with bundled `US_UK` (older benchmark snapshots used the now-retired `US_UK_PROFI` resource),
 - Snowball original Porter,
 - Snowball English, commonly referred to as Porter2.
 
@@ -37,7 +37,7 @@ For that reason, the published badge values should be treated primarily as a com
 
 A recent JMH run on JDK 21.0.10 with JMH 1.37, one thread, three warmup iterations, and five measurement iterations produced the following approximate throughput ranges:
 
-| Workload | Radixor `US_UK_PROFI` | Snowball Porter | Snowball English |
+| Workload | Radixor `US_UK` *(historical runs: `US_UK_PROFI`)* | Snowball Porter | Snowball English |
 | --- | ---: | ---: | ---: |
 | About 12,000 generated tokens | 30.99 M tokens/s | 8.21 M tokens/s | 5.46 M tokens/s |
 | About 60,000 generated tokens | 32.25 M tokens/s | 8.02 M tokens/s | 5.11 M tokens/s |
@@ -83,7 +83,7 @@ The workload intentionally mixes:
 - simple inflections,
 - common derivational forms,
 - US and UK spelling families,
-- lexical forms appropriate for `US_UK_PROFI`.
+- lexical forms appropriate for the current bundled `US_UK` resource (with historical continuity from earlier `US_UK_PROFI` runs).
 
 This design keeps runs reproducible across environments and avoids accidental drift caused by changing external corpora.
 
diff --git a/docs/programmatic-loading-and-building.md b/docs/programmatic-loading-and-building.md
index 210da89..1cf6c5d 100644
--- a/docs/programmatic-loading-and-building.md
+++ b/docs/programmatic-loading-and-building.md
@@ -21,7 +21,7 @@ public final class BundledLanguageExample {
 
     public static void main(final String[] arguments) throws IOException {
         final FrequencyTrie<String> trie = StemmerPatchTrieLoader.load(
-                StemmerPatchTrieLoader.Language.US_UK_PROFI,
+                StemmerPatchTrieLoader.Language.US_UK,
                 true,
                 ReductionMode.MERGE_SUBTREES_WITH_EQUIVALENT_RANKED_GET_ALL_RESULTS);
     }
diff --git a/docs/quick-start.md b/docs/quick-start.md
index 1970365..a8fac02 100644
--- a/docs/quick-start.md
+++ b/docs/quick-start.md
@@ -32,7 +32,7 @@ public final class BundledStemmerExample {
 
     public static void main(final String[] arguments) throws IOException {
         final FrequencyTrie<String> trie = StemmerPatchTrieLoader.load(
-                StemmerPatchTrieLoader.Language.US_UK_PROFI,
+                StemmerPatchTrieLoader.Language.US_UK,
                 true,
                 ReductionMode.MERGE_SUBTREES_WITH_EQUIVALENT_RANKED_GET_ALL_RESULTS);
 
@@ -104,7 +104,7 @@ public final class SingleStemExample {
 
     public static void main(final String[] arguments) throws IOException {
         final FrequencyTrie<String> trie = StemmerPatchTrieLoader.load(
-                StemmerPatchTrieLoader.Language.US_UK_PROFI,
+                StemmerPatchTrieLoader.Language.US_UK,
                 true,
                 ReductionMode.MERGE_SUBTREES_WITH_EQUIVALENT_RANKED_GET_ALL_RESULTS);