Pith Number

pith:LSY4Q3MP

pith:2011:LSY4Q3MPSBPC5JB2JRHWIDPBGE

not attested not anchored not stored refs pending

Interpreting Graph Cuts as a Max-Product Algorithm

Brendan J. Frey, Daniel Tarlow, Inmar E. Givoni, Richard S. Zemel

arxiv:1105.1178 v1 · 2011-05-05 · cs.LG · cs.DS · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LSY4Q3MPSBPC5JB2JRHWIDPBGE}

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	2026-05-18T04:02:12.500380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cb1c86d8f905e2ea43a4c4f640de1312d8e6ffab214357b220eddf7186e6013

Aliases

arxiv: 1105.1178 · arxiv_version: 1105.1178v1 · doi: 10.48550/arxiv.1105.1178 · pith_short_12: LSY4Q3MPSBPC · pith_short_16: LSY4Q3MPSBPC5JB2 · pith_short_8: LSY4Q3MP

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/LSY4Q3MPSBPC5JB2JRHWIDPBGE \
  | 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: 5cb1c86d8f905e2ea43a4c4f640de1312d8e6ffab214357b220eddf7186e6013

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57d23d5a12473210519cceb5a73d1fb62ba617ec08463dfbc57269eb29ef19cd",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2011-05-05T21:24:37Z",
    "title_canon_sha256": "c3b2263d47602e02cdda0b4a3d38721506c45ea5fee1c9c4a1b03afdf872f4d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1105.1178",
    "kind": "arxiv",
    "version": 1
  }
}