Pith Number

pith:KKMSFJIK

pith:2022:KKMSFJIKYIF3LIJLEDWN35BIQ2

not attested not anchored not stored refs pending

On the Complexity of Bayesian Generalization

John E. Hopcroft, Joshua B. Tenenbaum, Kun He, Manjie Xu, Song-Chun Zhu, Wenjuan Han, Ying Nian Wu, Yixin Zhu, Yu-Zhe Shi

arxiv:2211.11033 v3 · 2022-11-20 · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KKMSFJIKYIF3LIJLEDWN35BIQ2}

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	2026-07-05T05:19:37.670380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

529922a50ac20bb5a12b20ecddf42886ac277b3fea6278bac903b66510add2e6

Aliases

arxiv: 2211.11033 · arxiv_version: 2211.11033v3 · doi: 10.48550/arxiv.2211.11033 · pith_short_12: KKMSFJIKYIF3 · pith_short_16: KKMSFJIKYIF3LIJL · pith_short_8: KKMSFJIK

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/KKMSFJIKYIF3LIJLEDWN35BIQ2 \
  | 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: 529922a50ac20bb5a12b20ecddf42886ac277b3fea6278bac903b66510add2e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "223458f6685e0cd1e0b8b53c5a1b3ab306d9847170b8881de22b0ee038820023",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-11-20T17:21:37Z",
    "title_canon_sha256": "b532b60a498ffccbc6c49e7058e699c337ca1505dca73f47768059b0ad024195"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.11033",
    "kind": "arxiv",
    "version": 3
  }
}