Claim-level attribution scoring
Decomposes an answer into atomic claims and scores each one against the retrieved context, rather than scoring the answer as an undifferentiated blob.
All products
Groundwork
Status: ResearchAn evaluation harness for grounded generation.
- Category
- Research
- Platforms
- CLI · Python · TypeScript
- Since
- 2026
- Domain
- labs.bahukhandi-labs.com/groundwork
Features
What Groundwork does.
Each of these exists because something was broken without it. Nothing here is on the list to fill out a comparison table.
Deterministic by default
Fixed seeds, pinned judge versions and content-hashed datasets, so a regression in your score means a regression in your system.
Runs in CI
A single command, machine-readable output, and a non-zero exit code when attribution drops below your threshold.