Pith Number

pith:TH5ZCB4P

pith:2021:TH5ZCB4PUIM3QT3TL6IEYD5B4N

not attested not anchored not stored refs pending

Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression

Arseny Skryagin, Kristian Kersting, Martin Trapp, Mingye Zhu, Zhongjie Yu

arxiv:2106.08687 v2 · 2021-06-16 · 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{TH5ZCB4PUIM3QT3TL6IEYD5B4N}

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	2026-07-05T03:02:16.501397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99fb91078fa219b84f735f904c0fa1e3406046e93acac6ecb7a9ccaee5ff90ec

Aliases

arxiv: 2106.08687 · arxiv_version: 2106.08687v2 · doi: 10.48550/arxiv.2106.08687 · pith_short_12: TH5ZCB4PUIM3 · pith_short_16: TH5ZCB4PUIM3QT3T · pith_short_8: TH5ZCB4P

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/TH5ZCB4PUIM3QT3TL6IEYD5B4N \
  | 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: 99fb91078fa219b84f735f904c0fa1e3406046e93acac6ecb7a9ccaee5ff90ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd11cf93d02f75058ff4e3f81184e5fcc88831409e14300c4ccd99622de63362",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-16T10:49:55Z",
    "title_canon_sha256": "60ab74b2b90c07a38490b6bc5fdb97707899a0c4015b5cd323232b1d7f0d2751"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.08687",
    "kind": "arxiv",
    "version": 2
  }
}