Pith Number

pith:XXNV5DJC

pith:2021:XXNV5DJC7XZ6LOUTDLOVMVJGFZ

not attested not anchored not stored refs pending

Bayesian Machine Learning meets Formal Methods: An application to spatio-temporal data

Annalisa Cadonna, Ennio Visconti, Gregor Kastner, Laura Nenzi, Laura Vana

arxiv:2110.01360 v3 · 2021-10-04 · stat.CO · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XXNV5DJC7XZ6LOUTDLOVMVJGFZ}

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	2026-07-05T11:56:11.841803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bddb5e8d22fdf3e5ba931add5655262e654bf6e78e107826f1fcc307216911fa

Aliases

arxiv: 2110.01360 · arxiv_version: 2110.01360v3 · doi: 10.48550/arxiv.2110.01360 · pith_short_12: XXNV5DJC7XZ6 · pith_short_16: XXNV5DJC7XZ6LOUT · pith_short_8: XXNV5DJC

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/XXNV5DJC7XZ6LOUTDLOVMVJGFZ \
  | 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: bddb5e8d22fdf3e5ba931add5655262e654bf6e78e107826f1fcc307216911fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f50e690b97b66041b3510d90d691196c68c723239e94b48c47b876bc5495fc1",
    "cross_cats_sorted": [
      "cs.LO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2021-10-04T12:20:02Z",
    "title_canon_sha256": "68b5a26b180c82a686ae2cedacaeb2d122a596e94ec9eb0b046f7e603f246d29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.01360",
    "kind": "arxiv",
    "version": 3
  }
}