Pith Number

pith:YOGGHTJS

pith:2012:YOGGHTJSASHSVBKRRMTK3APK65

not attested not anchored not stored refs pending

Domain Knowledge Uncertainty and Probabilistic Parameter Constraints

Guy Lebanon, Yi Mao

arxiv:1205.2627 v1 · 2012-05-09 · 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{YOGGHTJSASHSVBKRRMTK3APK65}

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	2026-05-18T03:55:47.812276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c38c63cd32048f2a85518b26ad81eaf7693ee473beb2337d72ff057f342a76f0

Aliases

arxiv: 1205.2627 · arxiv_version: 1205.2627v1 · doi: 10.48550/arxiv.1205.2627 · pith_short_12: YOGGHTJSASHS · pith_short_16: YOGGHTJSASHSVBKR · pith_short_8: YOGGHTJS

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/YOGGHTJSASHSVBKRRMTK3APK65 \
  | 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: c38c63cd32048f2a85518b26ad81eaf7693ee473beb2337d72ff057f342a76f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18a22d32cf2bf841a6b6e7b772bf4e638d2bfd64e05b5568acbd4073771fabaa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-05-09T17:17:33Z",
    "title_canon_sha256": "76268d15809b02467f21034b12c2896a1cc0f6f6fac7d8b8b37d3f86c0388b6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1205.2627",
    "kind": "arxiv",
    "version": 1
  }
}