ripple-edits-benchmark-size

IN premise — summaries/2026/08/24/cohen-2023-ripple-effects-s0-abstract.md

Created 2026-08-25T02:57:56+00:00

The RIPPLE EDITS benchmark contains 5,000 factual edits designed to capture various types of ripple effects including team changes, alias propagation, and related entity updates

Summary

This is a factual note about the test data the system is working with: the RIPPLE EDITS benchmark holds 5,000 individual fact changes, each crafted to trigger cascading updates across related information, such as renaming a team, propagating an alias change, or syncing updates to connected entities. It sets the scope and difficulty of what the system must handle, because a single edit here is expected to ripple outward and keep multiple pieces of knowledge consistent at once.