Pith Number

pith:IDM5RVJ3

pith:2012:IDM5RVJ3EEPSFVTAUQXTWJ3JYM

not attested not anchored not stored refs pending

Automated Analytic Asymptotic Evaluation of the Marginal Likelihood for Latent Models

Dan Geiger, Dmitry Rusakov

arxiv:1212.2491 v1 · 2012-10-19 · cs.LG · 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{IDM5RVJ3EEPSFVTAUQXTWJ3JYM}

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	2026-05-18T03:38:44.597464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40d9d8d53b211f22d660a42f3b2769c30ca37537e079d01d1ef42fa2c63e0252

Aliases

arxiv: 1212.2491 · arxiv_version: 1212.2491v1 · doi: 10.48550/arxiv.1212.2491 · pith_short_12: IDM5RVJ3EEPS · pith_short_16: IDM5RVJ3EEPSFVTA · pith_short_8: IDM5RVJ3

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/IDM5RVJ3EEPSFVTAUQXTWJ3JYM \
  | 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: 40d9d8d53b211f22d660a42f3b2769c30ca37537e079d01d1ef42fa2c63e0252

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "617e9f4905417a707bb61e678ee103df07e7954da15b84899c7ce443c33c4ba5",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-10-19T15:07:51Z",
    "title_canon_sha256": "71f8f6f4429e75808e7f106063805cf812db475cb35c96634ee85fd314ae14e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1212.2491",
    "kind": "arxiv",
    "version": 1
  }
}