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Interpret summary counts, monetary totals, and result sections.
Start with the summary object. It contains row counts, outcome counts, match rate, and monetary totals in minor units.
Outcome sections
matched contains clean pairs.
unmatched_left contains rows only found on the left side.
unmatched_right contains rows only found on the right side.
amount_diff contains same-reference rows where the amount exceeds tolerance.
timing_diff contains same-reference rows where the date is outside the window.
duplicates contains same-source duplicate reference groups.
Monetary totals
All monetary totals are minor units:
matched_amount_leftmatched_amount_rightunmatched_amount_leftunmatched_amount_rightamount_diff_totaltotal_discrepancy
total_discrepancy is:
unmatched_amount_left + unmatched_amount_right + amount_diff_totalInvestigation order
- Check
duplicate_count; duplicate references can hide true matching issues. - Check
amount_diff_countandamount_diff_total. - Check
timing_diff_count; date format or timezone problems often show up here. - Inspect unmatched rows and compare source coverage.