Pith Number

pith:H5WQLUMX

pith:2025:H5WQLUMX37A25S5WT7LBGIXXTH

not attested not anchored not stored refs pending

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction

Jiachi Chen, Jiashui Wang, Jiashuo Zhang, John Grundy, Ting Chen, Yanlin Wang, Yiming Shen, Zhenzhe Shao, Zibin Zheng, Zihao Li

arxiv:2506.18795 v1 · 2025-06-23 · cs.CR · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H5WQLUMX37A25S5WT7LBGIXXTH}

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

3 papers in Pith

On the Shoulders of Giants: Empowering Automated Smart Contract Auditing via the GiAnt Corpus

Bastet: A Fine-Grained Expert-Labeled Dataset for DeFi Smart Contract Vulnerability Detection

CKG-LLM: LLM-Assisted Detection of Smart Contract Access Control Vulnerabilities Based on Knowledge Graphs

Receipt and verification

First computed	2026-07-05T11:25:56.229471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f6d05d197dfc1aecbb69fd61322f799e9d179bd58d610e8b4916ab7226faada

Aliases

arxiv: 2506.18795 · arxiv_version: 2506.18795v1 · doi: 10.48550/arxiv.2506.18795 · pith_short_12: H5WQLUMX37A2 · pith_short_16: H5WQLUMX37A25S5W · pith_short_8: H5WQLUMX

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/H5WQLUMX37A25S5WT7LBGIXXTH \
  | 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: 3f6d05d197dfc1aecbb69fd61322f799e9d179bd58d610e8b4916ab7226faada

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c7bef8c1a9bcf4c81925e75fc3ffa966492e1873d95999a087d1ea23088c781",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-23T16:03:16Z",
    "title_canon_sha256": "e1440a8eeeec2ffba0ada0da2fb470749f9d148f3d2cb2f210316d1468d4e8e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18795",
    "kind": "arxiv",
    "version": 1
  }
}