Pith Number

pith:ZUADVMGX

pith:2026:ZUADVMGXMZYJDVS55IA5MJASEQ

not attested not anchored not stored refs pending

Noise-Driven Escape from Metastable Phases explains Grokking in Deep Neural Networks

Ibrahim Talha Ersoy, Karoline Wiesner

arxiv:2606.17120 v1 · 2026-06-15 · cs.LG · physics.chem-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZUADVMGXMZYJDVS55IA5MJASEQ}

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	2026-06-19T16:10:03.635838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd003ab0d7667091d65dea01d6241224152e9c2fb96ea296560e232be4764c14

Aliases

arxiv: 2606.17120 · arxiv_version: 2606.17120v1 · doi: 10.48550/arxiv.2606.17120 · pith_short_12: ZUADVMGXMZYJ · pith_short_16: ZUADVMGXMZYJDVS5 · pith_short_8: ZUADVMGX

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/ZUADVMGXMZYJDVS55IA5MJASEQ \
  | 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: cd003ab0d7667091d65dea01d6241224152e9c2fb96ea296560e232be4764c14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c044721a28156e42374e90733357cc94ede1484206fefb85c2fe49de98fc790e",
    "cross_cats_sorted": [
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-15T11:22:16Z",
    "title_canon_sha256": "0b5384e0b3ca22d1d9cdfd078c6edef10c53748271e2bb66f712fd783cc697ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.17120",
    "kind": "arxiv",
    "version": 1
  }
}