Pith Number

pith:GS65QAHU

pith:2015:GS65QAHUZ3OKWEMGBMUQLFT5NL

not attested not anchored not stored refs pending

Exact and approximate inference in graphical models: variable elimination and beyond

Alain Franc, Marie-Jos\'ee Cros, Matthieu Vignes, Nathalie Peyrard, R\'egis Sabbadin, Simon de Givry, St\'ephane Robin, Thomas Schiex

arxiv:1506.08544 v2 · 2015-06-29 · stat.ML · cs.AI · 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{GS65QAHUZ3OKWEMGBMUQLFT5NL}

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	2026-05-18T00:21:38.047028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34bdd800f4cedcab11860b2905967d6ae95da5f2e0374c8d5c46d4f39c822057

Aliases

arxiv: 1506.08544 · arxiv_version: 1506.08544v2 · doi: 10.48550/arxiv.1506.08544 · pith_short_12: GS65QAHUZ3OK · pith_short_16: GS65QAHUZ3OKWEMG · pith_short_8: GS65QAHU

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/GS65QAHUZ3OKWEMGBMUQLFT5NL \
  | 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: 34bdd800f4cedcab11860b2905967d6ae95da5f2e0374c8d5c46d4f39c822057

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "030115945f8ea86b696456a16e1ce6ba5fa169c1a005f4ca715b1b969cf79be7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-06-29T08:45:11Z",
    "title_canon_sha256": "287efb6ee06d21c8f36b5cd175d440693332bfa583fbef19f7ae530e44e41a54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1506.08544",
    "kind": "arxiv",
    "version": 2
  }
}