diff --git a/docs/annexes/rdf-model.md b/docs/annexes/rdf-model.md
index c26c8577b5d0..b538b0c033b4 100644
--- a/docs/annexes/rdf-model.md
+++ b/docs/annexes/rdf-model.md
@@ -4,7 +4,7 @@
 
 The SPDX RDF ontology is expressed in RDF/OWL/SHACL format
 and is published in online at
-[SPDX 3.0.1 Model](https://spdx.org/rdf/3.0.1/spdx-model.ttl)
+[SPDX 3.1 Model](https://spdx.org/rdf/3.1/spdx-model.ttl)
 
 ## Diagrams
 
@@ -40,11 +40,11 @@ and is published in online at
 
 [![Extension Profile diagram][fig_extension]][fig_extension]
 
-[fig_ai]: ../images/model-AI.png "SPDX 3.0.1 AI Profile diagram"
-[fig_build]: ../images/model-Build.png "SPDX 3.0.1 Build Profile diagram"
-[fig_core]: ../images/model-Core.png "SPDX 3.0.1 Core Profile diagram"
-[fig_dataset]: ../images/model-Dataset.png "SPDX 3.0.1 Dataset Profile diagram"
-[fig_extension]: ../images/model-Extension.png "SPDX 3.0.1 Extension Profile diagram"
-[fig_licensing]: ../images/model-Licensing.png "SPDX 3.0.1 Licensing Profile diagram"
-[fig_security]: ../images/model-Security.png "SPDX 3.0.1 Security Profile diagram"
-[fig_software]: ../images/model-Software.png "SPDX 3.0.1 Software Profile diagram"
+[fig_ai]: ../images/model-AI.png "SPDX 3.1 AI Profile diagram"
+[fig_build]: ../images/model-Build.png "SPDX 3.1 Build Profile diagram"
+[fig_core]: ../images/model-Core.png "SPDX 3.1 Core Profile diagram"
+[fig_dataset]: ../images/model-Dataset.png "SPDX 3.1 Dataset Profile diagram"
+[fig_extension]: ../images/model-Extension.png "SPDX 3.1 Extension Profile diagram"
+[fig_licensing]: ../images/model-Licensing.png "SPDX 3.1 Licensing Profile diagram"
+[fig_security]: ../images/model-Security.png "SPDX 3.1 Security Profile diagram"
+[fig_software]: ../images/model-Software.png "SPDX 3.1 Software Profile diagram"
diff --git a/docs/serializations.md b/docs/serializations.md
index 9f5c6a8d141f..484109ef112d 100644
--- a/docs/serializations.md
+++ b/docs/serializations.md
@@ -106,14 +106,14 @@ The SPDX global JSON-LD context file must be used universally for all SPDX
 documents in JSON-LD format that adhere to a specific SPDX version.
 
 SPDX global JSON-LD context file is available at:
-[https://spdx.org/rdf/3.0.1/spdx-context.jsonld](https://spdx.org/rdf/3.0.1/spdx-context.jsonld)
+<https://spdx.org/rdf/3.1/spdx-context.jsonld>
 
 All SPDX documents in JSON-LD format must include a reference to the SPDX
 global context file at the top level.
 This reference is achieved using the following JSON construct:
 
 ```json
-"@context": "https://spdx.org/rdf/3.0.1/spdx-context.jsonld"
+"@context": "https://spdx.org/rdf/3.1/spdx-context.jsonld"
 ```
 
 The SPDX context file defines aliases for specific JSON-LD properties to
@@ -140,7 +140,7 @@ specification if it adheres to the following two validation criteria:
   SHACL shape restrictions to further specify these constraints.
 
 The SPDX 3 JSON Schema is available at:
-[https://spdx.org/schema/3.0.1/spdx-json-schema.json](https://spdx.org/schema/3.0.1/spdx-json-schema.json)
+<https://spdx.org/schema/3.1/spdx-json-schema.json>
 
 The SPDX 3 OWL ontology is available at:
-[https://spdx.org/rdf/3.0.1/spdx-model.ttl](https://spdx.org/rdf/3.0.1/spdx-model.ttl)
+<https://spdx.org/rdf/3.1/spdx-model.ttl>
diff --git a/serialization/jsonld/annotations.ttl b/serialization/jsonld/annotations.ttl
index 5e3297df3d3a..89f1a4c98fcd 100644
--- a/serialization/jsonld/annotations.ttl
+++ b/serialization/jsonld/annotations.ttl
@@ -1,4 +1,4 @@
-@base <https://spdx.org/rdf/3.0.1/terms/> .
+@base <https://spdx.org/rdf/3.1/terms/> .
 @prefix sh-to-code: <https://jpewdev.github.io/shacl2code/schema#> .
 
 <Core/Element> ;