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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_left
  • matched_amount_right
  • unmatched_amount_left
  • unmatched_amount_right
  • amount_diff_total
  • total_discrepancy

total_discrepancy is:

unmatched_amount_left + unmatched_amount_right + amount_diff_total

Investigation order

  1. Check duplicate_count; duplicate references can hide true matching issues.
  2. Check amount_diff_count and amount_diff_total.
  3. Check timing_diff_count; date format or timezone problems often show up here.
  4. Inspect unmatched rows and compare source coverage.

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