Pith Number

pith:PL7IWEEK

pith:2012:PL7IWEEKYMTRTMQQAVEDZ243XO

not attested not anchored not stored refs pending

A Generative Bayesian Model for Aggregating Experts' Probabilities

Joseph Kahn

arxiv:1207.4144 v1 · 2012-07-11 · 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{PL7IWEEKYMTRTMQQAVEDZ243XO}

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	2026-05-18T03:50:47.698888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7afe8b108ac32719b21005483ceb9bbbbf3080fc9023e597cb7407429cd7a9cd

Aliases

arxiv: 1207.4144 · arxiv_version: 1207.4144v1 · doi: 10.48550/arxiv.1207.4144 · pith_short_12: PL7IWEEKYMTR · pith_short_16: PL7IWEEKYMTRTMQQ · pith_short_8: PL7IWEEK

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/PL7IWEEKYMTRTMQQAVEDZ243XO \
  | 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: 7afe8b108ac32719b21005483ceb9bbbbf3080fc9023e597cb7407429cd7a9cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4ab22294454a1c77a72bd8812c6d840cd2eea0b80a849a05e60fde9da0aa1d0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-07-11T14:54:55Z",
    "title_canon_sha256": "d4ac49fd595b3515b43799f5bda9c8385c61f1a556638edbdd6515cff21b83f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1207.4144",
    "kind": "arxiv",
    "version": 1
  }
}