Pith Number

pith:2UYTV2JH

pith:2025:2UYTV2JHR4FPIFZPKKB4DQ26TZ

not attested not anchored not stored refs pending

Predator-Prey Model: Driven Hunt for Accelerated Grokking

A. N. Pechen, I. A. Lopatin, S. V. Kozyrev

arxiv:2509.10562 v1 · 2025-09-10 · cs.NE · nlin.AO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2UYTV2JHR4FPIFZPKKB4DQ26TZ}

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	2026-07-05T12:11:23.491231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5313ae9278f0af4172f5283c1c35e9e75244b7ffbafdc52e32e14af2a1a27d4

Aliases

arxiv: 2509.10562 · arxiv_version: 2509.10562v1 · doi: 10.48550/arxiv.2509.10562 · pith_short_12: 2UYTV2JHR4FP · pith_short_16: 2UYTV2JHR4FPIFZP · pith_short_8: 2UYTV2JH

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/2UYTV2JHR4FPIFZPKKB4DQ26TZ \
  | 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: d5313ae9278f0af4172f5283c1c35e9e75244b7ffbafdc52e32e14af2a1a27d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d7f6b6ac426b1615d66ec284ef8741823f595a72866811e81a0193592a18d02",
    "cross_cats_sorted": [
      "nlin.AO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2025-09-10T08:27:29Z",
    "title_canon_sha256": "5c34cc835373599458a76b603ef559acd0997b31d256bb27f8805d7623b3a822"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10562",
    "kind": "arxiv",
    "version": 1
  }
}