Pith Number

pith:HVNVXIAM

pith:2025:HVNVXIAMX6IPRHKGKXNXV3HZ5K

not attested not anchored not stored refs pending

Planning of Heuristics: Strategic Planning on Large Language Models with Monte Carlo Tree Search for Automating Heuristic Optimization

Chaoxu Mu, Hui Wang, Xufeng Zhang

arxiv:2502.11422 v3 · 2025-02-17 · 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{HVNVXIAMX6IPRHKGKXNXV3HZ5K}

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

2 papers in Pith

Scientific discovery as meta-optimization: a combinatorial optimization case study

Budget-Efficient Automatic Algorithm Design via Code Graph

Receipt and verification

First computed	2026-07-05T11:24:14.426325Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d5b5ba00cbf90f89d4655db7aecf9ea86cff346bf8dfe75427fac68322255ad

Aliases

arxiv: 2502.11422 · arxiv_version: 2502.11422v3 · doi: 10.48550/arxiv.2502.11422 · pith_short_12: HVNVXIAMX6IP · pith_short_16: HVNVXIAMX6IPRHKG · pith_short_8: HVNVXIAM

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/HVNVXIAMX6IPRHKGKXNXV3HZ5K \
  | 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: 3d5b5ba00cbf90f89d4655db7aecf9ea86cff346bf8dfe75427fac68322255ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa676ba52945c0727c2b472ac3e7c6d4d371354b0a90e2dfa188d031f49000b2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-17T04:35:01Z",
    "title_canon_sha256": "e4cb2991eab1fb4675c0c41e156771e9ba6c683111834ce77f4347ad4de2e626"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11422",
    "kind": "arxiv",
    "version": 3
  }
}