Pith Number

pith:X2BHONWA

pith:2024:X2BHONWA2A2LGHXXOAWOYNIDSY

not attested not anchored not stored refs pending

Amazing Things Come From Having Many Good Models

Chudi Zhong, Cynthia Rudin, Harry Chen, Jiachang Liu, Jon Donnelly, Lesia Semenova, Margo Seltzer, Ronald Parr, Srikar Katta, Zachery Boner

arxiv:2407.04846 v2 · 2024-07-05 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X2BHONWA2A2LGHXXOAWOYNIDSY}

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.

Cited by

2 papers in Pith

All Emulators are Wrong, Many are Useful, and Some are More Useful Than Others: A Reproducible Comparison of Computer Model Surrogates

Rashomon Sets and Model Multiplicity in Federated Learning

Receipt and verification

First computed	2026-07-05T08:42:05.538908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be827736c0d034b31ef7702cec35039630e86429b67bf131ccc6d9d3da953bc3

Aliases

arxiv: 2407.04846 · arxiv_version: 2407.04846v2 · doi: 10.48550/arxiv.2407.04846 · pith_short_12: X2BHONWA2A2L · pith_short_16: X2BHONWA2A2LGHXX · pith_short_8: X2BHONWA

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/X2BHONWA2A2LGHXXOAWOYNIDSY \
  | 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: be827736c0d034b31ef7702cec35039630e86429b67bf131ccc6d9d3da953bc3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b702361fba0c354d2a24c7a138b047d926caabb528b22408c200a0f981f49948",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-05T20:14:36Z",
    "title_canon_sha256": "d4587e77f7e2d065cfd012340253cc3736bd88624fa6ee714f4908c889ed520a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04846",
    "kind": "arxiv",
    "version": 2
  }
}