Pith Number

pith:4CCBV5HW

pith:2024:4CCBV5HWRFFPXG7KDGWX2PEQPK

not attested not anchored not stored refs pending

Explainable Benchmarking for Iterative Optimization Heuristics

Anna V. Kononova, Diederick Vermetten, Niki van Stein, Thomas B\"ack

arxiv:2401.17842 v2 · 2024-01-31 · cs.NE · 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{4CCBV5HWRFFPXG7KDGWX2PEQPK}

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.

Cited by

1 paper in Pith

Behaviour Space Analysis of LLM-driven Meta-heuristic Discovery

Receipt and verification

First computed	2026-07-05T07:48:34.244504Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0841af4f6894afb9bea19ad7d3c907aa15e8daf512eb6de6874bcfb82f7bfa4

Aliases

arxiv: 2401.17842 · arxiv_version: 2401.17842v2 · doi: 10.48550/arxiv.2401.17842 · pith_short_12: 4CCBV5HWRFFP · pith_short_16: 4CCBV5HWRFFPXG7K · pith_short_8: 4CCBV5HW

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/4CCBV5HWRFFPXG7KDGWX2PEQPK \
  | 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: e0841af4f6894afb9bea19ad7d3c907aa15e8daf512eb6de6874bcfb82f7bfa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcde7d5cb0c7ed8d5474b36dec6164df980195d9f93386efce504d02186a9f0b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-01-31T14:02:26Z",
    "title_canon_sha256": "e024eb5d6de228564345556b0faa55b8a3cd31e04f785ea71d8126a3a430a7fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.17842",
    "kind": "arxiv",
    "version": 2
  }
}