Pith Number

pith:L2XPPIQE

pith:2025:L2XPPIQECYQZAZX6OXQQLAJSN6

not attested not anchored not stored refs pending

The typicality principle and its implications for statistics and data science

Chuanhai Liu, Ryan Martin, Yiran Jiang, Zeyu Zhang

arxiv:2501.14860 v1 · 2025-01-24 · math.ST · stat.ME · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L2XPPIQECYQZAZX6OXQQLAJSN6}

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	2026-07-05T10:05:19.952619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5eaef7a20416219066fe75e10581326fa09712f8f2431b1f44b002757621c82c

Aliases

arxiv: 2501.14860 · arxiv_version: 2501.14860v1 · doi: 10.48550/arxiv.2501.14860 · pith_short_12: L2XPPIQECYQZ · pith_short_16: L2XPPIQECYQZAZX6 · pith_short_8: L2XPPIQE

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/L2XPPIQECYQZAZX6OXQQLAJSN6 \
  | 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: 5eaef7a20416219066fe75e10581326fa09712f8f2431b1f44b002757621c82c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac0c224016fa73851682d89d9d717d83a7f3ca77aaf3af6c1b9a9ba9da37d36c",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2025-01-24T18:58:32Z",
    "title_canon_sha256": "532d1ed6dee6a2c61b4712eb8e85b128ac51e6d71b5caaf99391bd47afed875b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14860",
    "kind": "arxiv",
    "version": 1
  }
}