Pith Number

pith:WIRXOXVT

pith:2024:WIRXOXVTPJXZ6FULWBHZWGCCOQ

not attested not anchored not stored refs pending

Out-of-Distribution Detection and Data Drift Monitoring using Statistical Process Control

Berkman Sahiner, Brandon Nelson, Ghada Zamzmi, Jana G. Delfino, Kesavan Venkatesh, Paul H. Yi, Smriti Prathapan

arxiv:2402.08088 v1 · 2024-02-12 · cs.AI · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WIRXOXVTPJXZ6FULWBHZWGCCOQ}

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	2026-07-05T07:44:27.098098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b223775eb37a6f9f168bb04f9b1842740885d8f048b0d3c1e3846f3f55aaa149

Aliases

arxiv: 2402.08088 · arxiv_version: 2402.08088v1 · doi: 10.48550/arxiv.2402.08088 · pith_short_12: WIRXOXVTPJXZ · pith_short_16: WIRXOXVTPJXZ6FUL · pith_short_8: WIRXOXVT

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/WIRXOXVTPJXZ6FULWBHZWGCCOQ \
  | 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: b223775eb37a6f9f168bb04f9b1842740885d8f048b0d3c1e3846f3f55aaa149

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da39e5154750abc53ae4dd4cbf57a49c11d781e8fde17dec402cce05baf928e1",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-12T22:10:06Z",
    "title_canon_sha256": "16b43b5bc01e12ce78e29ad4d466fe91ee5e464ddfd5ba82e9cb6dbbf6114fa4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08088",
    "kind": "arxiv",
    "version": 1
  }
}