Pith Number

pith:BAUYJYRK

pith:2026:BAUYJYRK3J6534XKZYJMR344MJ

not attested not anchored not stored refs pending

Adynamical systems view of training generativemodels and the memorization phenomenon

Chiranjib Bhattacharya, Siva Athreya, Vivek S. Borkar

arxiv:2605.19483 v1 · 2026-05-19 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BAUYJYRK3J6534XKZYJMR344MJ}

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	2026-05-20T01:05:47.978210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

082984e22ada7dddf2eace12c8ef9c6251fa3cc588711fb9b70d5b7127443cff

Aliases

arxiv: 2605.19483 · arxiv_version: 2605.19483v1 · doi: 10.48550/arxiv.2605.19483 · pith_short_12: BAUYJYRK3J65 · pith_short_16: BAUYJYRK3J6534XK · pith_short_8: BAUYJYRK

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/BAUYJYRK3J6534XKZYJMR344MJ \
  | 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: 082984e22ada7dddf2eace12c8ef9c6251fa3cc588711fb9b70d5b7127443cff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08b68e3b021fd749041f390022f66dc4b392d14bd22b276774c5c2bbdd50a9b5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-19T07:34:58Z",
    "title_canon_sha256": "5701b345a418de83245c4326d0c6a6b774f3111606849b8959519f38a1ada6eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19483",
    "kind": "arxiv",
    "version": 1
  }
}