[DOCS] Specify IDs for Profile API sections (#41505)

Author: jrodewig

docs/java-rest/high-level/search/search.asciidoc

@@ -431,7 +431,7 @@ include-tagged::{doc-tests-file}[{api}-request-profiling-queries-results]
 <4> Retrieve the profile results for the sub-queries (if any)
 
 The Rest API documentation contains more information about {ref}/_profiling_queries.html[Profiling Queries] with
-a description of the {ref}/_profiling_queries.html#_literal_query_literal_section[query profiling information]
+a description of the {ref}/_profiling_queries.html#profile-query-section[query profiling information]
 
 The `QueryProfileShardResult` also gives access to the profiling information for the Lucene collectors:
 
@@ -445,7 +445,7 @@ include-tagged::{doc-tests-file}[{api}-request-profiling-queries-collectors]
 <4> Retrieve the profile results for the sub-collectors (if any)
 
 The Rest API documentation contains more information about profiling information
-{ref}/_profiling_queries.html#_literal_collectors_literal_section[for Lucene collectors].
+{ref}/_profiling_queries.html#profile-collectors-section[for Lucene collectors].
 
 In a very similar manner to the query tree execution, the `QueryProfileShardResult` objects gives access
 to the detailed aggregations tree execution:

docs/reference/search/profile.asciidoc

@@ -221,6 +221,7 @@ sufficient to see that a particular component of a query is slow, and not necess
 the `advance` phase of that query is the cause, for example.
 =======================================
 
+[[profile-query-section]]
 ==== `query` Section
 
 The `query` section contains detailed timing of the query tree executed by Lucene on a particular shard.
@@ -371,6 +372,7 @@ The meaning of the stats are as follows:
     means the `nextDoc()` method was called on two different documents.  This can be used to help judge
     how selective queries are, by comparing counts between different query components.
 
+[[profile-collectors-section]]
 ==== `collectors` Section
 
 The Collectors portion of the response shows high-level execution details. Lucene works by defining a "Collector"