Hi @Bivit ,
Thanks for your patience.
Data disappearance could be caused by TTL(Time to Live).
With Time to Live or TTL, Azure Cosmos DB provides the ability to delete items automatically from a container after a certain time period.
Could you please check if TTL is configured on the graph.
You can check whether this is set on the graph in the Azure Portal. If enabled at a graph level, you can also query whether items in the graph have TTL set. Example here: access-system-properties-gremlin
Reference link: time-to-live
Hope this helps. Do let us know if you have further queries.