Pith Number

pith:7TU4ERF4

pith:2013:7TU4ERF4F3HD7FHKBVEBUE3LS2

not attested not anchored not stored refs pending

Belief Optimization for Binary Networks: A Stable Alternative to Loopy Belief Propagation

Max Welling, Yee Whye Teh

arxiv:1301.2317 v1 · 2013-01-10 · 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{7TU4ERF4F3HD7FHKBVEBUE3LS2}

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	2026-05-18T03:36:45.325001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fce9c244bc2ece3f94ea0d481a136b96b20d3292e171e8ba1bb91fff992151c4

Aliases

arxiv: 1301.2317 · arxiv_version: 1301.2317v1 · doi: 10.48550/arxiv.1301.2317 · pith_short_12: 7TU4ERF4F3HD · pith_short_16: 7TU4ERF4F3HD7FHK · pith_short_8: 7TU4ERF4

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/7TU4ERF4F3HD7FHKBVEBUE3LS2 \
  | 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: fce9c244bc2ece3f94ea0d481a136b96b20d3292e171e8ba1bb91fff992151c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccf7c748465ccf4cfb7bab9ccf485c4b128da4a7956a51111f056f233b75d6f9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2013-01-10T16:27:02Z",
    "title_canon_sha256": "426a46ea03a0c437e03c1498f350092cbc8239a0a2798c090f7fad3003066e73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1301.2317",
    "kind": "arxiv",
    "version": 1
  }
}