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Dual-write failure to sync custom entity updates after initial sync

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I have built a custom entity in Finance and Operations (a similar setup to the below screenshot) - and I am attempting to sync it to Dataverse via Dual-write, however, after the initial sync, the Dataverse table doesn't show any updates after the entity has been updated.
For context, the custom entity is a read-only and the join mode is set to outer join.
/Field
I have tried to troubleshoot this and Microsoft said
/Determine whether the data source is tracked in the business events definition. For example, in the following illustration, no field from the DefaultDimensionDAVs table and underlying tables are tracked for changes. Data sources that use an outer join and that are marked as read only aren't tracked./
I wan't to know what is the root cause of the syncing failure and whether the above is the cause?

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