Pith Number

pith:ES4M7MXR

pith:2024:ES4M7MXRFO7SLVYXZ2JZQHHT6A

not attested not anchored not stored refs pending

Graph-Enabled Efficient Federated Bayesian Modeling

Chenyang Zhong, Shouxuan Ji, Tian Zheng

arxiv:2408.02122 v2 · 2024-08-04 · stat.CO · stat.AP · 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{ES4M7MXRFO7SLVYXZ2JZQHHT6A}

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	2026-06-09T02:06:59.968805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24b8cfb2f12bbf25d717ce93981cf3f01beeec4143cb33079b9c23470f92bfb2

Aliases

arxiv: 2408.02122 · arxiv_version: 2408.02122v2 · doi: 10.48550/arxiv.2408.02122 · pith_short_12: ES4M7MXRFO7S · pith_short_16: ES4M7MXRFO7SLVYX · pith_short_8: ES4M7MXR

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/ES4M7MXRFO7SLVYXZ2JZQHHT6A \
  | 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: 24b8cfb2f12bbf25d717ce93981cf3f01beeec4143cb33079b9c23470f92bfb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "474c5272c27386810ccda298e1130ad250974d0bdde40a2a4a2cffe4ba97bf02",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2024-08-04T19:37:09Z",
    "title_canon_sha256": "8ad0740ea3fde3f223f4f15a7a76c571e1d4471c726f550c97487285e934f004"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02122",
    "kind": "arxiv",
    "version": 2
  }
}