Pith Number

pith:QHWI6J6C

pith:2023:QHWI6J6CVQNARCJAHC25GDL453

not attested not anchored not stored refs pending

REFORMS: Reporting Standards for Machine Learning Based Science

Arvind Narayanan, Brandon M. Stewart, Christopher A. Bail, Emily Cantrell, Gilles Vandewiele, Inioluwa Deborah Raji, Jake M. Hofman, Jessica Hullman, Kenny Peng, Marta Serra-Garcia, Matthew J. Salganik, Michael A. Lones, Michael Roberts, Momin M. Malik, Odd Erik Gundersen, Priyanka Nanayakkara, Russell A. Poldrack, Sayash Kapoor, Thanh Hien Pham

arxiv:2308.07832 v2 · 2023-08-15 · cs.LG · cs.AI · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QHWI6J6CVQNARCJAHC25GDL453}

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	2026-07-05T06:52:25.773988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81ec8f27c2ac1a08892038b5d30d7ceeda4394d9de315ce1c373d7634ebbeb48

Aliases

arxiv: 2308.07832 · arxiv_version: 2308.07832v2 · doi: 10.48550/arxiv.2308.07832 · pith_short_12: QHWI6J6CVQNA · pith_short_16: QHWI6J6CVQNARCJA · pith_short_8: QHWI6J6C

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/QHWI6J6CVQNARCJAHC25GDL453 \
  | 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: 81ec8f27c2ac1a08892038b5d30d7ceeda4394d9de315ce1c373d7634ebbeb48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ab04780b6651a5012f9d15c85686ab5013864663692a23293a44f2d3b0873a2",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-15T15:21:36Z",
    "title_canon_sha256": "6aad13f9e5f4337e955916e63cf216fb06cee60fc860dfd75fb165b1d7ece1d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.07832",
    "kind": "arxiv",
    "version": 2
  }
}