diff --git a/filebeat/docs/include/what-happens.asciidoc b/filebeat/docs/include/what-happens.asciidoc
index e7f1695fd023..03390432cf26 100644
--- a/filebeat/docs/include/what-happens.asciidoc
+++ b/filebeat/docs/include/what-happens.asciidoc
@@ -5,7 +5,7 @@ defaults)
 
 * Makes sure each multiline log event gets sent as a single event
 
-* Parses and processes the log lines, shaping the data into a structure suitable
+* Uses ingest node to parse and process the log lines, shaping the data into a structure suitable
 for visualizing in Kibana
 
 * Deploys dashboards for visualizing the log data
diff --git a/filebeat/docs/modules/apache2.asciidoc b/filebeat/docs/modules/apache2.asciidoc
index 9a5f1e99891f..6fb0187c5fb8 100644
--- a/filebeat/docs/modules/apache2.asciidoc
+++ b/filebeat/docs/modules/apache2.asciidoc
@@ -78,6 +78,6 @@ include::../include/var-paths.asciidoc[]
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-apache2,exported fields>> section.
 
diff --git a/filebeat/docs/modules/auditd.asciidoc b/filebeat/docs/modules/auditd.asciidoc
index 1da5c276eef2..2745d32bf474 100644
--- a/filebeat/docs/modules/auditd.asciidoc
+++ b/filebeat/docs/modules/auditd.asciidoc
@@ -69,6 +69,6 @@ include::../include/var-paths.asciidoc[]
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-auditd,exported fields>> section.
 
diff --git a/filebeat/docs/modules/icinga.asciidoc b/filebeat/docs/modules/icinga.asciidoc
index f87152741fe4..586edcb04382 100644
--- a/filebeat/docs/modules/icinga.asciidoc
+++ b/filebeat/docs/modules/icinga.asciidoc
@@ -81,6 +81,6 @@ include::../include/var-paths.asciidoc[]
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-icinga,exported fields>> section.
 
diff --git a/filebeat/docs/modules/kafka.asciidoc b/filebeat/docs/modules/kafka.asciidoc
index 36a13dc8ae53..b5006d347967 100644
--- a/filebeat/docs/modules/kafka.asciidoc
+++ b/filebeat/docs/modules/kafka.asciidoc
@@ -32,6 +32,6 @@ will choose the paths depending on your operating systems.
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-kafka,exported fields>> section.
 
diff --git a/filebeat/docs/modules/mysql.asciidoc b/filebeat/docs/modules/mysql.asciidoc
index 7944f57a072c..364df7570fc6 100644
--- a/filebeat/docs/modules/mysql.asciidoc
+++ b/filebeat/docs/modules/mysql.asciidoc
@@ -74,6 +74,6 @@ include::../include/var-paths.asciidoc[]
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-mysql,exported fields>> section.
 
diff --git a/filebeat/docs/modules/nginx.asciidoc b/filebeat/docs/modules/nginx.asciidoc
index 6eb35452b0b2..02b4e63c5c94 100644
--- a/filebeat/docs/modules/nginx.asciidoc
+++ b/filebeat/docs/modules/nginx.asciidoc
@@ -79,6 +79,6 @@ include::../include/var-paths.asciidoc[]
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-nginx,exported fields>> section.
 
diff --git a/filebeat/docs/modules/postgresql.asciidoc b/filebeat/docs/modules/postgresql.asciidoc
index 8cbf7460f4a1..c0e85e924cd7 100644
--- a/filebeat/docs/modules/postgresql.asciidoc
+++ b/filebeat/docs/modules/postgresql.asciidoc
@@ -38,6 +38,6 @@ will choose the paths depending on your operating systems.
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-postgresql,exported fields>> section.
 
diff --git a/filebeat/docs/modules/redis.asciidoc b/filebeat/docs/modules/redis.asciidoc
index 3ab1c1c9bce1..0230ff49f765 100644
--- a/filebeat/docs/modules/redis.asciidoc
+++ b/filebeat/docs/modules/redis.asciidoc
@@ -73,9 +73,6 @@ To specify the same settings at the command line, you use:
 -----
 
 
-// REVIEWERS: Please confirm that the slowlog examples are correct. Couldn't
-// test the slowlog examples 
-
 The command in the example assumes that you have already enabled the +{modulename}+ module. 
 
 //set the fileset name used in the included example
@@ -106,6 +103,6 @@ The password to use to connect to Redis, in case Redis authentication is enabled
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-redis,exported fields>> section.
 
diff --git a/filebeat/docs/modules/system.asciidoc b/filebeat/docs/modules/system.asciidoc
index ba3e4b591e2b..4d1b70bb4dfc 100644
--- a/filebeat/docs/modules/system.asciidoc
+++ b/filebeat/docs/modules/system.asciidoc
@@ -72,6 +72,6 @@ include::../include/var-paths.asciidoc[]
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-system,exported fields>> section.
 
diff --git a/filebeat/docs/modules/traefik.asciidoc b/filebeat/docs/modules/traefik.asciidoc
index a4cfdcd2fe3b..c548f9573178 100644
--- a/filebeat/docs/modules/traefik.asciidoc
+++ b/filebeat/docs/modules/traefik.asciidoc
@@ -11,6 +11,6 @@ This is the traefik module.
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-traefik,exported fields>> section.
 
diff --git a/filebeat/module/redis/_meta/docs.asciidoc b/filebeat/module/redis/_meta/docs.asciidoc
index 309d4d86b360..647cf8063341 100644
--- a/filebeat/module/redis/_meta/docs.asciidoc
+++ b/filebeat/module/redis/_meta/docs.asciidoc
@@ -68,9 +68,6 @@ To specify the same settings at the command line, you use:
 -----
 
 
-// REVIEWERS: Please confirm that the slowlog examples are correct. Couldn't
-// test the slowlog examples 
-
 The command in the example assumes that you have already enabled the +{modulename}+ module. 
 
 //set the fileset name used in the included example
diff --git a/filebeat/scripts/docs_collector.py b/filebeat/scripts/docs_collector.py
index bb0f29819cd5..82215fd5c5e0 100644
--- a/filebeat/scripts/docs_collector.py
+++ b/filebeat/scripts/docs_collector.py
@@ -48,7 +48,7 @@ def collect(beat_name):
 [float]
 === Fields
 
-For a description of each field in the metricset, see the
+For a description of each field in the module, see the
 <<exported-fields-""" + module + """,exported fields>> section.
 
 """