Pith Number

pith:VBVVA2C3

pith:2025:VBVVA2C36GIXXKSWKC4WTN4UXR

not attested not anchored not stored refs pending

HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges

Haolong Qian, Jiang Bian, Lei Song, Ling Zhang, Xianliang Yang

arxiv:2506.15196 v2 · 2025-06-18 · 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{VBVVA2C36GIXXKSWKC4WTN4UXR}

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

4 papers in Pith

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Vehicle Routing Problem Meets Large Language Models: An Overview and Perspectives

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Agentic MIP Research: Accelerated Constraint Handler Generation

Receipt and verification

First computed	2026-07-05T11:26:32.164421Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a86b50685bf1917baa5650b969b794bc4867578584ed19e6e4eb9b1fbe680a14

Aliases

arxiv: 2506.15196 · arxiv_version: 2506.15196v2 · doi: 10.48550/arxiv.2506.15196 · pith_short_12: VBVVA2C36GIX · pith_short_16: VBVVA2C36GIXXKSW · pith_short_8: VBVVA2C3

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/VBVVA2C36GIXXKSWKC4WTN4UXR \
  | 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: a86b50685bf1917baa5650b969b794bc4867578584ed19e6e4eb9b1fbe680a14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "258f86d3138c981f3f6cc00efb324da40e7f166f10996b8325a6dd16d807e31c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-18T07:20:01Z",
    "title_canon_sha256": "c6e6832ddb7e3d26303264d279a812c65ef3f35f7d51af1fc78f5b1d7453f528"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15196",
    "kind": "arxiv",
    "version": 2
  }
}