Pith Number

pith:VAU65ZZJ

pith:2025:VAU65ZZJVFPDTCL3D5TVLWZVB7

not attested not anchored not stored refs pending

BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics

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

arxiv:2504.20183 v1 · 2025-04-28 · cs.SE · cs.AI · cs.NE

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\usepackage{pith}
\pithnumber{VAU65ZZJVFPDTCL3D5TVLWZVB7}

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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.

Cited by

1 paper in Pith

Behaviour Space Analysis of LLM-driven Meta-heuristic Discovery

Receipt and verification

First computed	2026-07-05T10:55:37.988674Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a829eee729a95e39897b1f6755db350fe642f65a603b3421d59aa275fe8e2cb0

Aliases

arxiv: 2504.20183 · arxiv_version: 2504.20183v1 · doi: 10.48550/arxiv.2504.20183 · pith_short_12: VAU65ZZJVFPD · pith_short_16: VAU65ZZJVFPDTCL3 · pith_short_8: VAU65ZZJ

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/VAU65ZZJVFPDTCL3D5TVLWZVB7 \
  | 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: a829eee729a95e39897b1f6755db350fe642f65a603b3421d59aa275fe8e2cb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a55e679223e833563b764451a0695c1dbf60011303ec4d9f4d71ef9097ce7f3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-28T18:34:09Z",
    "title_canon_sha256": "de7612b94d096840901eef895623fdc47c16cd288aba5ae56ce550052adc05d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20183",
    "kind": "arxiv",
    "version": 1
  }
}