Avoiding WITH clause when querying Multiple Facts

OBIEE 10.1.3.4
We have a report which requires that we query multiple facts, which share the same Item dimension.
When we run the report, the BI Server generates a query using the WITH clause -
WITH SAWITH0 ( SELECT.............)
SAWITH1( SELECT .............)
SELECT .........
FROM SAWITH0 FULL OUTER JOIN SAWITH1
The above query errors out with ORA-918 Column Ambiguously Defined. I cannot find any issue in the query that has been generated.
The query does fail from SQL Plus with the same ORA error. But each of the select statements executed properly and the complete statement executes when I replace the FULL OUTER JOIN with INNER JOIN.
I can only assume that this is a bug in Oracle Database.
Now at times I have seen OBIEE generate separate queries when querying multiple facts and then combine the data together in memory.
Is there a way that I can force OBIEE to avoid using WITH clause and run separate SELECT statements ? How does the BI Server choose between using a WITH clause or running separate queries ?
Any help would be appreciated.

I do not have a multi-dimensional data source.
My connection pool seems fine to me, I am not sure I need to do anything with the connection pool.
Hi Turribeach,
I understand that BI Server uses WITH clause for multiple facts. But I have also seen it issue separate queries against the database.
So what I am looking to understand under what situation does it issue separate queries i.e. No WITH clause ?
Thanks

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