diff --git a/docs/migration/migrate_7_3.asciidoc b/docs/migration/migrate_7_3.asciidoc
index 28f758fb1dbbc..27ae9767a4155 100644
--- a/docs/migration/migrate_7_3.asciidoc
+++ b/docs/migration/migrate_7_3.asciidoc
@@ -27,15 +27,15 @@ The following section is re-used in the Installation and Upgrade Guide
 
 [float]
 [[breaking_73_data_frames_date_format]]
-=== Removed support for date histogram format specifications in {dataframe-transforms}
+=== Removed support for date histogram format specifications in {transforms}
 
-*Details:* If your {dataframe-transform} groups your data by using a date
+*Details:* If your {transform} groups your data by using a date
 histogram, the `format` property is no longer supported.
 
-*Impact:* {dataframe-transforms-cap} that were created in 7.2 and use date
+*Impact:* {transforms-cap} that were created in 7.2 and use date
 histograms might no longer work in 7.3. If you run into issues starting a
-transform, recreate it by copying the `pivot` part of the configuration into the
-advanced editor of the {dataframe-transforms} wizard. The advanced editor will
+{transform}, recreate it by copying the `pivot` part of the configuration into the
+advanced editor of the {transforms} wizard. The advanced editor will
 remove the unsupported attribute once the configuration gets applied.
 
 // end::notable-breaking-changes[]
diff --git a/docs/release-notes/highlights-7.2.0.asciidoc b/docs/release-notes/highlights-7.2.0.asciidoc
index 0034723d43488..ff8fa2cc457a4 100644
--- a/docs/release-notes/highlights-7.2.0.asciidoc
+++ b/docs/release-notes/highlights-7.2.0.asciidoc
@@ -163,21 +163,21 @@ image::release-notes/images/7.2-localization.jpg[Kibana in Japanese]
 
 
 [float]
-=== Data frames
+=== {dataframes-cap}
 
-beta[] Machine Learning now enables you to transform your data with {stack-ov}/ml-dataframes.html[data frames]. A 
-new wizard guides you through the process of creating a data frame: selecting 
+beta[] Machine Learning now enables you to transform your data with {stack-ov}/ml-dataframes.html[{dataframes}]. A 
+new wizard guides you through the process of creating a {dataframe}: selecting 
 the source data, the fields you want to group by, and the aggregations for 
 pivoting the data. There is also a preview of the transform for reviewing the configuration. 
 
 [role="screenshot"]
-image::release-notes/images/7.2-data-frames.png[Data frames]
+image::release-notes/images/7.2-data-frames.png[{dataframes-cap}]
 
-Data frames jobs are managed on a new list page, displaying the details and 
-status of each job, and controls for starting, stopping, or deleting jobs.
+{transforms-cap} are managed on a new list page, displaying the details and 
+status of each {tranform}, and controls for starting, stopping, or deleting {transforms}.
 
 [role="screenshot"]
-image::release-notes/images/7.2-data-frames-list-view.png[Data frames]
+image::release-notes/images/7.2-data-frames-list-view.png[{dataframes-cap}]
 
 [float]
 === Search for influencers in Anomaly Explorer