Pith Number

pith:WIN4MYTQ

pith:2025:WIN4MYTQXCWS26W5H57LQWT5GK

not attested not anchored not stored refs pending

LLM-Based Instance-Driven Heuristic Bias In the Context of a Biased Random Key Genetic Algorithm

Camilo Chac\'on Sartori, Christian Blum, Mart\'in Isla Pino, Pedro Pinacho-Davidson

arxiv:2509.09707 v1 · 2025-09-05 · cs.NE · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WIN4MYTQXCWS26W5H57LQWT5GK}

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	2026-07-05T12:09:47.574335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b21bc66270b8ad2d7add3f7eb85a7d328929340b5f08803fa0060e8c48adb806

Aliases

arxiv: 2509.09707 · arxiv_version: 2509.09707v1 · doi: 10.48550/arxiv.2509.09707 · pith_short_12: WIN4MYTQXCWS · pith_short_16: WIN4MYTQXCWS26W5 · pith_short_8: WIN4MYTQ

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/WIN4MYTQXCWS26W5H57LQWT5GK \
  | 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: b21bc66270b8ad2d7add3f7eb85a7d328929340b5f08803fa0060e8c48adb806

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a2a5d7bbc78096376f46237075362875457ed5212eaa31157717d06b815cb05",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2025-09-05T21:46:41Z",
    "title_canon_sha256": "46df1878001f32565d3f6ae71aff6c028e4db918610f0a189be9c39de37dccdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.09707",
    "kind": "arxiv",
    "version": 1
  }
}