The reviewed record of science sign in
Pith
Pith Number

pith:ZYHDTOIP

pith:2025:ZYHDTOIPHZ5K2WZWLL3HO2FDE3
not attested not anchored not stored refs pending

Laplace Sample Information: Data Informativeness Through a Bayesian Lens

Daniel Rueckert, Georgios Kaissis, Johannes Kaiser, Kristian Schwethelm

arxiv:2505.15303 v1 · 2025-05-21 · cs.LG · cs.AI · cs.IT · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZYHDTOIPHZ5K2WZWLL3HO2FDE3}

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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 2026-07-05T11:06:43.463750Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ce0e39b90f3e7aad5b365af67768a326c93c59c6e970b7c053833f07c369b628

Aliases

arxiv: 2505.15303 · arxiv_version: 2505.15303v1 · doi: 10.48550/arxiv.2505.15303 · pith_short_12: ZYHDTOIPHZ5K · pith_short_16: ZYHDTOIPHZ5K2WZW · pith_short_8: ZYHDTOIP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZYHDTOIPHZ5K2WZWLL3HO2FDE3 \
  | 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: ce0e39b90f3e7aad5b365af67768a326c93c59c6e970b7c053833f07c369b628
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d5abbcb7868d9b1cc6221d2683f0744847a20d5222c59b552aeda4299064eacb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T09:34:27Z",
    "title_canon_sha256": "b7bdb10fb974307659bc7ba60435c11f30db20ba70d9bad9123fb721309ddda0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15303",
    "kind": "arxiv",
    "version": 1
  }
}