Pith Number

pith:X3GIL7II

pith:2024:X3GIL7IIATPIPMJBYOG663QM62

not attested not anchored not stored refs pending

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms

Anna V. Kononova, Haoran Yin, Niki van Stein, Thomas B\"ack

arxiv:2412.03250 v1 · 2024-12-04 · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X3GIL7IIATPIPMJBYOG663QM62}

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	2026-07-05T09:44:26.919117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

becc85fd0804de87b121c38def6e0cf6a580fd08084f0ec4928ca045b06a1fc8

Aliases

arxiv: 2412.03250 · arxiv_version: 2412.03250v1 · doi: 10.48550/arxiv.2412.03250 · pith_short_12: X3GIL7IIATPI · pith_short_16: X3GIL7IIATPIPMJB · pith_short_8: X3GIL7II

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/X3GIL7IIATPIPMJBYOG663QM62 \
  | 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: becc85fd0804de87b121c38def6e0cf6a580fd08084f0ec4928ca045b06a1fc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbfd31c8259c415b598c9d6a81cafb6e89e830d4e7668b72d3f4f1ea7aa1ed3c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-12-04T11:49:22Z",
    "title_canon_sha256": "f2e6ff6f9232d5f7c8599eea13f02c174a8cf30a1f27e0e247d5fc85d378463f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03250",
    "kind": "arxiv",
    "version": 1
  }
}