Pith Number

pith:Y7MHX4C7

pith:2025:Y7MHX4C74QYC6GY63KW3G3TSDG

not attested not anchored not stored refs pending

Consensus statement on the credibility assessment of ML predictors

Alessandra Aldieri, Antonino Amedeo La Mattina, Axel Loewe, Francesco Pappalardo, Marco Viceconti Italy, Thiranja Prasad Babarenda Gamage, Yi Li

arxiv:2501.18415 v1 · 2025-01-30 · q-bio.QM · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y7MHX4C74QYC6GY63KW3G3TSDG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T10:29:33.361489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7d87bf05fe4302f1b1edaadb36e7219b42c238fcf31130f8666054080e65d13

Aliases

arxiv: 2501.18415 · arxiv_version: 2501.18415v1 · doi: 10.48550/arxiv.2501.18415 · pith_short_12: Y7MHX4C74QYC · pith_short_16: Y7MHX4C74QYC6GY6 · pith_short_8: Y7MHX4C7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y7MHX4C74QYC6GY63KW3G3TSDG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c7d87bf05fe4302f1b1edaadb36e7219b42c238fcf31130f8666054080e65d13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "916ff810e375656d1610f46f2e56cd5f84e5649e81ac5e39f727e8ea5e960889",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2025-01-30T15:14:30Z",
    "title_canon_sha256": "17acd0a57a06d8bba008393d83b96217e1b9eea0c2ce37fcf6977efb51951400"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18415",
    "kind": "arxiv",
    "version": 1
  }
}