Pith Number

pith:2KQHVHP6

pith:2025:2KQHVHP6EWZHLC2NPOGT4YJTMX

not attested not anchored not stored refs pending

STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization

Bo Peng, Haibing Guan, Jianguo Yao, Jiexiang Yang, Jinghao Wang, Xijun Li

arxiv:2506.11057 v1 · 2025-05-22 · cs.LG · 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{2KQHVHP6EWZHLC2NPOGT4YJTMX}

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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

2 papers in Pith

Reinforcement Learning without Ground-Truth Solutions can Improve LLMs

Large Language Models for Operations Research: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T11:20:58.685025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2a07a9dfe25b2758b4d7b8d3e613365ea396690261b06c107e6b9bb0a994e39

Aliases

arxiv: 2506.11057 · arxiv_version: 2506.11057v1 · doi: 10.48550/arxiv.2506.11057 · pith_short_12: 2KQHVHP6EWZH · pith_short_16: 2KQHVHP6EWZHLC2N · pith_short_8: 2KQHVHP6

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/2KQHVHP6EWZHLC2NPOGT4YJTMX \
  | 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: d2a07a9dfe25b2758b4d7b8d3e613365ea396690261b06c107e6b9bb0a994e39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f9a74302c88deb458a073b5c3112488d1b66363cf19429455e87e988105b3cb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-22T15:37:42Z",
    "title_canon_sha256": "abdcaf51920a6d013618c893d4e04b87c2147cf3abe9af19dc939ba560dba63d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11057",
    "kind": "arxiv",
    "version": 1
  }
}