diff --git a/spring-boot-project/spring-boot-docs/src/docs/antora/modules/how-to/pages/class-data-sharing.adoc b/spring-boot-project/spring-boot-docs/src/docs/antora/modules/how-to/pages/class-data-sharing.adoc
index 91f098cfce6..5a07a81f2dd 100644
--- a/spring-boot-project/spring-boot-docs/src/docs/antora/modules/how-to/pages/class-data-sharing.adoc
+++ b/spring-boot-project/spring-boot-docs/src/docs/antora/modules/how-to/pages/class-data-sharing.adoc
@@ -20,4 +20,5 @@ The Paketo Buildpack for Spring Boot https://github.com/paketo-buildpacks/spring
 [[howto.class-data-sharing.training-run-configuration]]
 == Preventing remote services interaction during the training run
 
-When performing the training run, it may be needed to customize the Spring Boot application configuration in order to prevent connection to remote services that may happen before the Spring lifecycle is started. This can typically happen with early database interactions and can be handled via related configuration that can be applied by default to your application or specifically to the training run to prevent such interaction, see https://github.com/spring-projects/spring-lifecycle-smoke-tests/blob/main/README.adoc#training-run-configuration[related documentation].
+When performing the training run, it may be needed to customize the Spring Boot application configuration to prevent connections to remote services that may happen before the Spring lifecycle is started.
+This can typically happen with early database interactions and can be handled via related configuration that can be applied by default to your application (or specifically to the training run) to prevent such interactions, see https://github.com/spring-projects/spring-lifecycle-smoke-tests/blob/main/README.adoc#training-run-configuration[related documentation].