pith. sign in
Pith Number

pith:3VIVXKAU

pith:2012:3VIVXKAU7SNQDXSZWXMQKD2GVI
not attested not anchored not stored refs pending

Loopy Belief Propagation in Bayesian Networks : origin and possibilistic perspectives

Amen Ajroud, Habib Youssef, Mohamed Nazih Omri, Salem Benferhat

arxiv:1206.0976 v1 · 2012-06-05 · cs.AI · cs.IR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3VIVXKAU7SNQDXSZWXMQKD2GVI}

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 2026-05-18T03:54:15.613014Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dd515ba814fc9b01de59b5d9050f46aa3b875ca5790166550428bf10d8dce5c8

Aliases

arxiv: 1206.0976 · arxiv_version: 1206.0976v1 · doi: 10.48550/arxiv.1206.0976 · pith_short_12: 3VIVXKAU7SNQ · pith_short_16: 3VIVXKAU7SNQDXSZ · pith_short_8: 3VIVXKAU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3VIVXKAU7SNQDXSZWXMQKD2GVI \
  | 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: dd515ba814fc9b01de59b5d9050f46aa3b875ca5790166550428bf10d8dce5c8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "81e07c0f6db5ad66aad63c18e3062ccbb95b9001e8dbd73cf22e11d2d022e2d5",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2012-06-05T16:14:16Z",
    "title_canon_sha256": "9634221cceb7e0af38561cafe408a39d39ea734aa1972eb9f1fd38ace05d92cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.0976",
    "kind": "arxiv",
    "version": 1
  }
}