Review and Correction
A human fix reaches the stored record and the systems downstream of it.
What this capability means
A tool has this capability if a user can change a returned field value or repair a returned record, and that correction is saved in the stored record and still appears when the data is delivered onward. It also covers cases where the original extraction was already right; the test is whether the correction sticks and propagates.
Boundary: It does not judge whether the tool made the original extraction mistake first.
Scenarios that test this capability
A scenario is a real-world situation used to test a capability.
Benchmarks that include this capability
A capability has global identity and may be used by more than one benchmark.
Structured Document Extraction
Which document extraction platform turns a user-defined schema into correct structured records — across layouts, scans and repeated sets — and is honest about what it could not find?