# Validation Stage

> Judge the generated reasoning — not the future implementation — against evidence and semantic policy: run the governance validation suites, verify every material claim by evidence, and apply the semantic-debt rubric before rendering.

Record: `algo:validation-stage`
Kind: checklist-creation
Canonical: https://banes-lab.com/ontology/algorithms#algo-validation-stage
Closure: https://banes-lab.com/json/records/algo/validation-stage/closure

## stage

- [verify](https://banes-lab.com/records/stage/verify.md)

## axis

- [verification](https://banes-lab.com/records/reason/axis-verification.md)

## composes

- [Validation Suite Battery](https://banes-lab.com/records/algo/validation-suite-battery.md)
- [Evidence-Based Claim Verification](https://banes-lab.com/records/algo/evidence-based-claim-verification.md)
- [Semantic Debt Policy](https://banes-lab.com/records/algo/semantic-debt-policy.md)

## composed-by

- [Checklist Creation Kernel](https://banes-lab.com/records/algo/checklist-creation-kernel.md)

## derived-by

- [Checklist Creation Kernel](https://banes-lab.com/records/algo/checklist-creation-kernel.md)