Pith Number

pith:YXZG3BUL

pith:2024:YXZG3BULFDQ5OPRB6Z7YAB2X72

not attested not anchored not stored refs pending

Large Language Model-Based Evolutionary Optimizer: Reasoning with elitism

Ameya D. Jagtap, Aniruddha Panda, Ankush Sharma, Arun Kumar Sagotra, Harshil Patel, Kaushic Kalyanaraman, Kaushik Koneripalli, Shuvayan Brahmachary, Subodh M. Joshi

arxiv:2403.02054 v1 · 2024-03-04 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YXZG3BULFDQ5OPRB6Z7YAB2X72}

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	2026-07-05T07:51:55.905212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5f26d868b28e1d73e21f67f800757feaca5ac4b2e228e596ed1d6a0142b7bcb

Aliases

arxiv: 2403.02054 · arxiv_version: 2403.02054v1 · doi: 10.48550/arxiv.2403.02054 · pith_short_12: YXZG3BULFDQ5 · pith_short_16: YXZG3BULFDQ5OPRB · pith_short_8: YXZG3BUL

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/YXZG3BULFDQ5OPRB6Z7YAB2X72 \
  | 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: c5f26d868b28e1d73e21f67f800757feaca5ac4b2e228e596ed1d6a0142b7bcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9da22901316b461141c4585c521406b3976f0cf1e387eaa9d227b1d8ed4daa16",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-04T13:57:37Z",
    "title_canon_sha256": "d2411d77c232053ae23f1d6b034cf73832420564c44f54f9be38cb45f7bafc45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02054",
    "kind": "arxiv",
    "version": 1
  }
}