Pith Number

pith:76JGKXUO

pith:2022:76JGKXUOYNT2DGCTNBRKXOSO5K

not attested not anchored not stored refs pending

Benchmarking AutoML algorithms on a collection of synthetic classification problems

Jason H. Moore, Joost Wagenaar, Patryk Orzechowski, Pedro Henrique Ribeiro

arxiv:2212.02704 v3 · 2022-12-06 · 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{76JGKXUOYNT2DGCTNBRKXOSO5K}

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	2026-07-05T05:49:31.831665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff92655e8ec367a198536862abba4eea957282e7672d75523461d5d0b4192a59

Aliases

arxiv: 2212.02704 · arxiv_version: 2212.02704v3 · doi: 10.48550/arxiv.2212.02704 · pith_short_12: 76JGKXUOYNT2 · pith_short_16: 76JGKXUOYNT2DGCT · pith_short_8: 76JGKXUO

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/76JGKXUOYNT2DGCTNBRKXOSO5K \
  | 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: ff92655e8ec367a198536862abba4eea957282e7672d75523461d5d0b4192a59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d555e727d63a4d398fc66c4c17ec76279246ca49241f8d4126a905801554fc55",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-06T01:53:50Z",
    "title_canon_sha256": "18459eabc2a7240d4e91d022ce01c9f194002428c21a50fe4cab046796bd7bdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.02704",
    "kind": "arxiv",
    "version": 3
  }
}