Update docs [ci skip]

website/docs/api/attributeruler.md

@@ -128,8 +128,8 @@ Get all patterns that have been added to the attribute ruler in the
 
 ## AttributeRuler.initialize {#initialize tag="method"}
 
-Initialize the component with data. Typically called before training to load in
-rules from a file. This method is typically called by
+Initialize the component with data and used before training to load in rules
+from a file. This method is typically called by
 [`Language.initialize`](/api/language#initialize) and lets you customize
 arguments it receives via the
 [`[initialize.components]`](/api/data-formats#config-initialize) block in the

website/docs/api/data-formats.md

@@ -224,6 +224,9 @@ It's used by [`Language.initialize`](/api/language#initialize) and typically
 called right before training (but not at runtime). The section allows you to
 specify local file paths or custom functions to load data resources from,
 without requiring them at runtime when you load the trained pipeline back in.
+Also see the usage guides on the
+[config lifecycle](/usage/training#config-lifecycle) and
+[custom initialization](/usage/training#initialization).
 
 > #### Example
 >

website/docs/api/entityruler.md

@@ -76,7 +76,12 @@ be a token pattern (list) or a phrase pattern (string). For example:
 
 ## EntityRuler.initialize {#initialize tag="method" new="3"}
 
-Initialize the component with patterns from a file.
+Initialize the component with data and used before training to load in rules
+from a file. This method is typically called by
+[`Language.initialize`](/api/language#initialize) and lets you customize
+arguments it receives via the
+[`[initialize.components]`](/api/data-formats#config-initialize) block in the
+config.
 
 > #### Example
 >
@@ -204,7 +209,7 @@ only the patterns are saved as JSONL. If a directory name is provided, a
 
 ## EntityRuler.from_disk {#from_disk tag="method"}
 
-Load the entity ruler from a file. Expects either a file containing
+Load the entity ruler from a path. Expects either a file containing
 newline-delimited JSON (JSONL) with one entry per line, or a directory
 containing a `patterns.jsonl` file and a `cfg` file with the component
 configuration.