Pith Number

pith:KFP3HJ5P

pith:2012:KFP3HJ5PX5XBGJZLWMYT3U3ASN

not attested not anchored not stored refs pending

Dynamic Bayesian Combination of Multiple Imperfect Classifiers

Arfon Smith, Edwin Simpson, Ioannis Psorakis, Stephen Roberts

arxiv:1206.1831 v1 · 2012-06-08 · math.ST · astro-ph.IM · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KFP3HJ5PX5XBGJZLWMYT3U3ASN}

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	2026-05-18T03:53:55.301808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

515fb3a7afbf6e13272bb3313dd3609351a100e215ee5fb61223ffff74d836f1

Aliases

arxiv: 1206.1831 · arxiv_version: 1206.1831v1 · doi: 10.48550/arxiv.1206.1831 · pith_short_12: KFP3HJ5PX5XB · pith_short_16: KFP3HJ5PX5XBGJZL · pith_short_8: KFP3HJ5P

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/KFP3HJ5PX5XBGJZLWMYT3U3ASN \
  | 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: 515fb3a7afbf6e13272bb3313dd3609351a100e215ee5fb61223ffff74d836f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24d3ee9f446ff65b39826e03961b3a8cb7fbe0ebe3ab90dcac0a2da09429cd3c",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2012-06-08T18:14:58Z",
    "title_canon_sha256": "a01c6d9fb9c4f6f83b97a46662c919605c2350d1b2b85fb751c3bed32b7c8e3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.1831",
    "kind": "arxiv",
    "version": 1
  }
}