diff --git a/README.rst b/README.rst
index 9efbe5e7564cbbfe1aace2e544bdf5c625325d30..129b09762d22d85467ce0496556df59c302bc576 100644
--- a/README.rst
+++ b/README.rst
@@ -5,6 +5,7 @@ Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the
 * Documentation: https://franka-wwl-demonstrator-iop-workstreams-ws-a3-55c043b308e72e51f.pages.git-ce.rwth-aachen.de/
 * Code Repository: https://git-ce.rwth-aachen.de/iop/workstreams/ws.a3/franka_wwl_demonstrator 
 .. TODO change repo link.
+* Arxiv preprint: https://arxiv.org/abs/2412.12231
 * Data at Coscine: https://coscine.rwth-aachen.de/p/iop-ws-a.iii-fer-wwl-demo-80937714/
 * Data request form: https://coscine.rwth-aachen.de/pid/?pid=21.11102%2f5f19998a-47ca-4801-b446-729a4ac140e3
 * RocketChat: https://chat.iop.rwth-aachen.de/channel/wwl-demonstrator
@@ -12,10 +13,8 @@ Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the
 Acknowledgement
 ===============
 
-* This project is published as preprint with this paper: Demonstrating Data-to-Knowledge Pipelines for
-Connecting Production Sites in the World Wide
-Lab
-
+* This project is published as a `preprint <https://arxiv.org/abs/2412.12231>` with this paper: Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab.
+* Associated data will be published as soon as the paper is conditionally accepted.
 * Funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germanys Excellence Strategy – EXC-2023 Internet of Production – 390621612
 
 .. image:: resources/IoP_Logo.png