Pith Number

pith:NXQE3RFC

pith:2019:NXQE3RFCH4RRMJCDVYH5O6THSX

not attested not anchored not stored refs pending

Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks

Charles H. Martin, Michael W. Mahoney

arxiv:1901.08278 v2 · 2019-01-24 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXQE3RFCH4RRMJCDVYH5O6THSX}

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.

Cited by

1 paper in Pith

A Two-Parameter Weibull Framework for Diagnosing Transformer Weight Distributions

Receipt and verification

First computed	2026-07-05T00:35:42.733129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6de04dc4a23f23162443ae0fd77a6795cd291f2a31b2a6814fdaec6caf30ab8f

Aliases

arxiv: 1901.08278 · arxiv_version: 1901.08278v2 · doi: 10.48550/arxiv.1901.08278 · pith_short_12: NXQE3RFCH4RR · pith_short_16: NXQE3RFCH4RRMJCD · pith_short_8: NXQE3RFC

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/NXQE3RFCH4RRMJCDVYH5O6THSX \
  | 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: 6de04dc4a23f23162443ae0fd77a6795cd291f2a31b2a6814fdaec6caf30ab8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8802196f65059412df92fbc773877257c8d5b3e13d1fd22835d5117e6b6cb032",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-24T08:27:03Z",
    "title_canon_sha256": "01fe3992b180d9912c75b9ecc4ced60ff629538b639ac3f389aee710443d52f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.08278",
    "kind": "arxiv",
    "version": 2
  }
}