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Joining Party Name from AP to GL Detail Transactions in FAW

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Hi Experts. I am trying to put together a report that combines primarily data from 'Financials - GL Detail Transactions' such as account code combination, journal creation date, batch name, balances etc, but I need to also incorporate Party name for here the posting originated from AP.

Looking at the AP Data sets (such as Financials - AP Invoices), the only thing I can find to join the data sets is account code combination, but this results in duplicate records where there is more than one vendor against a single code combination. I would have liked to have used something such as 'Journal Batch Identifier' which is in GL, but not in AP. Any suggestions for the best way for me to achieve what I am trying to?

Thanks in advance

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