Manifest receipt

Locked & verifiable.

A pre-registered claim, anchored to a SHA-256 hash before the run. Anyone can re-derive it from the canonical bytes below.

SHA-2569d028ef6fc3af63277921ceaab146359589298e734b146c57a4158d72676f39c

Registered2026-05-15T18:36:42.165Z

Submitted by@falsify-seed

Manifest preview

version: "prml/0.1"
claim_id: "01897d80-0000-7a01-8000-00000000004a"
created_at: "2023-08-14T10:00:00Z"
metric: "accuracy"
metric_args:
  shots: 5
comparator: ">="
threshold: 0.864
dataset:
  id: "mmlu-test"
  hash: "c1f9b6d6a3e7d4b2f0a18c5e7d2b9f4a6c8e1d3b5a7c9e2f4d6b8a0c2e4f6a8b"
  uri: "https://huggingface.co/datasets/cais/mmlu"
model:
  id: "gpt-4-0314"
seed: 0
producer:
  id: "falsify.dev"
notes: "Retroactive demo lock — original claim is OpenAI's, not falsify.dev's."

README badge

[![PRML locked](https://registry.falsify.dev/badge/9d028ef6fc3af63277921ceaab146359589298e734b146c57a4158d72676f39c.svg)](https://registry.falsify.dev/9d028ef6fc3af63277921ceaab146359589298e734b146c57a4158d72676f39c)

Verify in CI

- uses: studio-11-co/prml-verify-action@v1
  with:
    mode: verdict
    expected-hash: 9d028ef6fc3af63277921ceaab146359589298e734b146c57a4158d72676f39c

github.com/studio-11-co/prml-verify-action →

share on x →

Verify this hash yourself

Paste your manifest YAML. The canonical hash must match 9d028ef6fc3a….

v0.2 RFC open for comment until 2026-05-22 23:59 UTC — comment on github.com/studio-11-co/falsify/issues. How to reach the editor: spec.falsify.dev/editor.