Pith Number

pith:GPXKWZFD

pith:2016:GPXKWZFD67T7Q4RSP4QTWXYNYZ

not attested not anchored not stored refs pending

Correlated Equilibria for Approximate Variational Inference in MRFs

Boshen Wang, Luis E. Ortiz, Ze Gong

arxiv:1604.02737 v2 · 2016-04-10 · cs.AI · cs.GT · 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{GPXKWZFD67T7Q4RSP4QTWXYNYZ}

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	2026-05-18T00:33:32.563807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33eeab64a3f7e7f872327f213b5f0dc66786ebaa35ea96da392924dbde2f9865

Aliases

arxiv: 1604.02737 · arxiv_version: 1604.02737v2 · doi: 10.48550/arxiv.1604.02737 · pith_short_12: GPXKWZFD67T7 · pith_short_16: GPXKWZFD67T7Q4RS · pith_short_8: GPXKWZFD

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/GPXKWZFD67T7Q4RSP4QTWXYNYZ \
  | 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: 33eeab64a3f7e7f872327f213b5f0dc66786ebaa35ea96da392924dbde2f9865

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7905422770c1ce17203616f460a27096601a2372d4fbe6b0d1cff07adc32571",
    "cross_cats_sorted": [
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-04-10T21:21:00Z",
    "title_canon_sha256": "728d648dfac10ea2e7f01e5ec196ea4763978b96f43fbf9a30d5a048d8fdf1fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1604.02737",
    "kind": "arxiv",
    "version": 2
  }
}