pith. sign in
Pith Number

pith:GXMXQIM2

pith:2022:GXMXQIM2POTRCHAQ4O3ZP5LEJR
not attested not anchored not stored refs pending

Liesel: A Python Framework for Graph-Based Bayesian Modeling and Customizable MCMC with Support for Generalized Additive Models

Gianmarco Callegher, Hannes Riebl, Johannes Brachem, Paul F. V. Wiemann, Thomas Kneib

arxiv:2209.10975 v3 · 2022-09-22 · stat.CO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GXMXQIM2POTRCHAQ4O3ZP5LEJR}

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 2026-06-05T01:15:10.915270Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

35d978219a7ba7111c10e3b797f5644c597a0f6fa15aea8d0d8b235fc4249319

Aliases

arxiv: 2209.10975 · arxiv_version: 2209.10975v3 · doi: 10.48550/arxiv.2209.10975 · pith_short_12: GXMXQIM2POTR · pith_short_16: GXMXQIM2POTRCHAQ · pith_short_8: GXMXQIM2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GXMXQIM2POTRCHAQ4O3ZP5LEJR \
  | 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: 35d978219a7ba7111c10e3b797f5644c597a0f6fa15aea8d0d8b235fc4249319
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "edd7dddab71175f8cc78ca3b1601b8242933d2f7f39ba9a1b8a1915bc9d2d74f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2022-09-22T12:53:58Z",
    "title_canon_sha256": "507ebef5145eaff41997b24a9489f568a9b29aff4007c4aa80206e71a77f4b6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.10975",
    "kind": "arxiv",
    "version": 3
  }
}