Pith Number

pith:L626M7YQ

pith:2015:L626M7YQE4Y7IXZ5RV3VSITUGG

not attested not anchored not stored refs pending

Gamma Belief Networks

Bo Chen, Mingyuan Zhou, Yulai Cong

arxiv:1512.03081 v2 · 2015-12-09 · stat.ML · 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{L626M7YQE4Y7IXZ5RV3VSITUGG}

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	2026-05-18T01:03:06.282673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fb5e67f102731f45f3d8d77592274318ccc079d146c6d61d2b379dbe374cebd

Aliases

arxiv: 1512.03081 · arxiv_version: 1512.03081v2 · doi: 10.48550/arxiv.1512.03081 · pith_short_12: L626M7YQE4Y7 · pith_short_16: L626M7YQE4Y7IXZ5 · pith_short_8: L626M7YQ

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/L626M7YQE4Y7IXZ5RV3VSITUGG \
  | 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: 5fb5e67f102731f45f3d8d77592274318ccc079d146c6d61d2b379dbe374cebd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "056528d0b4e08232b2c0a5638906f246d2436aa7c777187966ca5cee113906ca",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-12-09T21:21:09Z",
    "title_canon_sha256": "0806b6ac9662bd02486add1e7a332c5a1790e7e4ce4baf569d34252118325af1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.03081",
    "kind": "arxiv",
    "version": 2
  }
}