Pith Number

pith:VFDHV4XG

pith:2026:VFDHV4XGUARP4ATUOYMQZ2W4UD

not attested not anchored not stored refs pending

Three Heads Are Better Than One: A Multi-perspective Reasoning Framework for Enhanced Vulnerability Detection

Bo Lin, Jie Yu, Jing Wang, Jun Ma, Shangwen Wang, Xiaoguang Mao, Xiaoling Li, Xin Peng

arxiv:2605.18153 v1 · 2026-05-18 · 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{VFDHV4XGUARP4ATUOYMQZ2W4UD}

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	2026-05-20T00:05:48.559408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9467af2e6a022fe027476190ceadca0eccf50091f260aba43b5b1c79327994b

Aliases

arxiv: 2605.18153 · arxiv_version: 2605.18153v1 · doi: 10.48550/arxiv.2605.18153 · pith_short_12: VFDHV4XGUARP · pith_short_16: VFDHV4XGUARP4ATU · pith_short_8: VFDHV4XG

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/VFDHV4XGUARP4ATUOYMQZ2W4UD \
  | 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: a9467af2e6a022fe027476190ceadca0eccf50091f260aba43b5b1c79327994b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15ad5de0287751e7d8f593f0087e682848ed6d7c3097b88aac500208841213fa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-05-18T09:57:22Z",
    "title_canon_sha256": "4ac150a170eaf1ef25e6c61870eb27a4620a1b377cb459f2b6122ba103cddddd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18153",
    "kind": "arxiv",
    "version": 1
  }
}