Pith Number

pith:YTD3BAVR

pith:2020:YTD3BAVR4R6GJLL7I2U6PKUCCP

not attested not anchored not stored refs pending

The Surprising Simplicity of the Early-Time Learning Dynamics of Neural Networks

Ben Adlam, Jeffrey Pennington, Lechao Xiao, Wei Hu

arxiv:2006.14599 v1 · 2020-06-25 · cs.LG · cs.NE · 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{YTD3BAVR4R6GJLL7I2U6PKUCCP}

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	2026-07-05T01:13:33.793739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4c7b082b1e47c64ad7f46a9e7aa8213ef69bda6ae23c573f942979cd8fc875f

Aliases

arxiv: 2006.14599 · arxiv_version: 2006.14599v1 · doi: 10.48550/arxiv.2006.14599 · pith_short_12: YTD3BAVR4R6G · pith_short_16: YTD3BAVR4R6GJLL7 · pith_short_8: YTD3BAVR

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/YTD3BAVR4R6GJLL7I2U6PKUCCP \
  | 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: c4c7b082b1e47c64ad7f46a9e7aa8213ef69bda6ae23c573f942979cd8fc875f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90d5cf00918b8a8dc270ffa1b0cb634c3215d5ee8073476ea6487b7dbb2b0738",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-25T17:42:49Z",
    "title_canon_sha256": "adc872a5a40c73640a7b151cf413f3887825438396588ba5538b064567bd39ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.14599",
    "kind": "arxiv",
    "version": 1
  }
}