grounding-verification

What problem does it solve?

Universal two-pass grounding verification helps detect when an LLM's claims are unreliable by comparing a scrubbed, anonymized evidence pass with a full, detailed pass.

Core Features & Use Cases

• Two-pass verification workflow: scrubbed vs full evidence, delta calculation, and a clear verdict (VERIFIED, PLAUSIBLE, SUSPICIOUS, or UNSUPPORTED).
• Profile-driven thresholds for domains like code, documentation, data schemas, and security.
• Deterministic, structured output suitable for integration and auditing.
• Use Case: Validate software documentation claims against API schemas to guard against hallucinated documentation.

Quick Start

Prepare two passes of evidence (scrubbed/anonymized and full) for your LLM's claims, run the verification, and inspect the VERIFICATION REPORT for verdicts and Delta scores.