Pith Number

pith:ARYSVVYB

pith:2018:ARYSVVYBFNYIAAGGWRTB2GVC5A

not attested not anchored not stored refs pending

Energy-entropy competition and the effectiveness of stochastic gradient descent in machine learning

Alpha A. Lee, Andrew M. Saxe, Madhu S. Advani, Yao Zhang

arxiv:1803.01927 v1 · 2018-03-05 · cs.LG · cond-mat.stat-mech · 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{ARYSVVYBFNYIAAGGWRTB2GVC5A}

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	2026-05-18T00:04:59.333001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04712ad7012b708000c6b4661d1aa2e809f56239bc9788bb6bab17d732818c9e

Aliases

arxiv: 1803.01927 · arxiv_version: 1803.01927v1 · doi: 10.48550/arxiv.1803.01927 · pith_short_12: ARYSVVYBFNYI · pith_short_16: ARYSVVYBFNYIAAGG · pith_short_8: ARYSVVYB

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/ARYSVVYBFNYIAAGGWRTB2GVC5A \
  | 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: 04712ad7012b708000c6b4661d1aa2e809f56239bc9788bb6bab17d732818c9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d6126c22b69b5c8646cde620ef17a77e4b27bc92d50871b0be4484844793b13",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-05T21:12:04Z",
    "title_canon_sha256": "18420b225b5890d6fce44e217c642a6680b115a68f77db8e98cd363e9c3c6b6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.01927",
    "kind": "arxiv",
    "version": 1
  }
}