diff --git a/CHANGELOG.md b/CHANGELOG.md
index abf32976e9..6f94010d4f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -38,6 +38,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
   ([#5120](https://github.com/open-telemetry/opentelemetry-python/pull/5120))
 - Add WeaverLiveCheck test util
   ([#5088](https://github.com/open-telemetry/opentelemetry-python/pull/5088))
+- Add missing .rst files to Sphinx documentation build for SDK logs, propagators, and exporter submodules
+  ([#5017](https://github.com/open-telemetry/opentelemetry-python/pull/5017))
 - Fix incorrect type annotation on `detectors` parameter of `get_aggregated_resources`
   ([#5135](https://github.com/open-telemetry/opentelemetry-python/pull/5135))
 - ci: wait for tracecontext server readiness instead of a fixed sleep in `scripts/tracecontext-integration-test.sh`
diff --git a/docs/api/attributes.rst b/docs/api/attributes.rst
new file mode 100644
index 0000000000..4ae7104f66
--- /dev/null
+++ b/docs/api/attributes.rst
@@ -0,0 +1,7 @@
+opentelemetry.attributes
+========================
+
+.. automodule:: opentelemetry.attributes
+    :members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/api/index.rst b/docs/api/index.rst
index 72e3ba2a07..13a6cb1e9c 100644
--- a/docs/api/index.rst
+++ b/docs/api/index.rst
@@ -15,6 +15,7 @@ For the concrete implementation of these interfaces, see the
     :maxdepth: 1
 
     _logs
+    attributes
     baggage
     context
     propagate
diff --git a/docs/api/trace.propagation.rst b/docs/api/trace.propagation.rst
new file mode 100644
index 0000000000..1b63d75806
--- /dev/null
+++ b/docs/api/trace.propagation.rst
@@ -0,0 +1,7 @@
+opentelemetry.trace.propagation
+===============================
+
+.. automodule:: opentelemetry.trace.propagation
+    :members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/api/trace.rst b/docs/api/trace.rst
index 65d9b4d8c8..20fb821619 100644
--- a/docs/api/trace.rst
+++ b/docs/api/trace.rst
@@ -8,6 +8,7 @@ Submodules
 
    trace.status
    trace.span
+   trace.propagation
 
 Module contents
 ---------------
diff --git a/docs/conf.py b/docs/conf.py
index 8ca6a83b5b..20e3f70c16 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -174,6 +174,7 @@
         "py:class",
         "AnyValue",
     ),
+    ("py:class", "Token"),
 ]
 
 # Add any paths that contain templates here, relative to this directory.
diff --git a/docs/sdk/_logs.export.rst b/docs/sdk/_logs.export.rst
new file mode 100644
index 0000000000..19a4023742
--- /dev/null
+++ b/docs/sdk/_logs.export.rst
@@ -0,0 +1,7 @@
+opentelemetry.sdk._logs.export
+==============================
+
+.. automodule:: opentelemetry.sdk._logs.export
+    :members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/sdk/_logs.rst b/docs/sdk/_logs.rst
index 185e7006e4..fb69caeda7 100644
--- a/docs/sdk/_logs.rst
+++ b/docs/sdk/_logs.rst
@@ -1,6 +1,16 @@
 opentelemetry.sdk._logs package
 ===============================
 
+Submodules
+----------
+
+.. toctree::
+
+   _logs.export
+
+Module contents
+---------------
+
 .. automodule:: opentelemetry.sdk._logs
     :members:
     :undoc-members:
diff --git a/opentelemetry-sdk/src/opentelemetry/sdk/_logs/_internal/export/in_memory_log_exporter.py b/opentelemetry-sdk/src/opentelemetry/sdk/_logs/_internal/export/in_memory_log_exporter.py
index a724f81d89..00ad581a5d 100644
--- a/opentelemetry-sdk/src/opentelemetry/sdk/_logs/_internal/export/in_memory_log_exporter.py
+++ b/opentelemetry-sdk/src/opentelemetry/sdk/_logs/_internal/export/in_memory_log_exporter.py
@@ -29,7 +29,7 @@ class InMemoryLogRecordExporter(LogRecordExporter):
 
     This class can be used for testing purposes. It stores the exported logs
     in a list in memory that can be retrieved using the
-    :func:`.get_finished_logs` method.
+    :meth:`.get_finished_logs` method.
     """
 
     def __init__(self):