Pith Number

pith:GFSUZJIG

pith:2012:GFSUZJIG3V5JDUNJO7SZ2VDTLI

not attested not anchored not stored refs pending

Generalized Belief Propagation on Tree Robust Structured Region Graphs

Andrew E. Gelfand, Max Welling

arxiv:1210.4857 v1 · 2012-10-16 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GFSUZJIG3V5JDUNJO7SZ2VDTLI}

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	2026-05-18T03:42:55.432332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31654ca506dd7a91d1a977e59d54735a06a11247864769f19c762a9155a7e2b9

Aliases

arxiv: 1210.4857 · arxiv_version: 1210.4857v1 · doi: 10.48550/arxiv.1210.4857 · pith_short_12: GFSUZJIG3V5J · pith_short_16: GFSUZJIG3V5JDUNJ · pith_short_8: GFSUZJIG

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/GFSUZJIG3V5JDUNJO7SZ2VDTLI \
  | 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: 31654ca506dd7a91d1a977e59d54735a06a11247864769f19c762a9155a7e2b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c58aacc54fe3a641aad435b8e748ef85feaaf22e67b3149ba05bef298e46f640",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2012-10-16T17:37:52Z",
    "title_canon_sha256": "abd21d51aab15c7806e93ec5138e6f0162f36b185befa2f50e358af4f309ab18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1210.4857",
    "kind": "arxiv",
    "version": 1
  }
}