Pith Number

pith:VIRLOH27

pith:2023:VIRLOH274AASZEDQOO3D75Z6ZH

not attested not anchored not stored refs pending

New Bounds on the Accuracy of Majority Voting for Multi-Class Classification

Jiangshan Yu, Nikola Zlatanov, Sina Aeeneh

arxiv:2309.09564 v1 · 2023-09-18 · stat.ML · 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{VIRLOH274AASZEDQOO3D75Z6ZH}

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	2026-07-05T06:51:41.169694Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa22b71f5fe0012c907073b63ff73ec9c607f6862ef28d5a5852ea6318407f44

Aliases

arxiv: 2309.09564 · arxiv_version: 2309.09564v1 · doi: 10.48550/arxiv.2309.09564 · pith_short_12: VIRLOH274AAS · pith_short_16: VIRLOH274AASZEDQ · pith_short_8: VIRLOH27

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/VIRLOH274AASZEDQOO3D75Z6ZH \
  | 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: aa22b71f5fe0012c907073b63ff73ec9c607f6862ef28d5a5852ea6318407f44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "565d63cc153ebcde9503f6e2726209c11039470ebd9b285fa080c8cbdd1da2a1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-09-18T08:16:41Z",
    "title_canon_sha256": "cf85f03277676f202b9405ebba607ae979a767cd38a0fc3a010508b4ea4822bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.09564",
    "kind": "arxiv",
    "version": 1
  }
}