Pith Number

pith:ULZ3PEX7

pith:2025:ULZ3PEX7ZEWSKJJC2ILV2UEV22

not attested not anchored not stored refs pending

SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis

Alexander M. Hoole, Guy-Vincent Jourdan, Hari Manassery Koduvely, Manish Marwah, Paula Branco, Stephan Jou, Yansong Li

arxiv:2505.20630 v1 · 2025-05-27 · cs.SE · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ULZ3PEX7ZEWSKJJC2ILV2UEV22}

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

1 paper in Pith

DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection

Receipt and verification

First computed	2026-07-05T11:10:15.645922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2f3b792ffc92d252522d2175d5095d690b8ed71b06429b778bf95faf14e68fa

Aliases

arxiv: 2505.20630 · arxiv_version: 2505.20630v1 · doi: 10.48550/arxiv.2505.20630 · pith_short_12: ULZ3PEX7ZEWS · pith_short_16: ULZ3PEX7ZEWSKJJC · pith_short_8: ULZ3PEX7

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/ULZ3PEX7ZEWSKJJC2ILV2UEV22 \
  | 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: a2f3b792ffc92d252522d2175d5095d690b8ed71b06429b778bf95faf14e68fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e5e2acd628c2225e0baddb4330ee7d83900c265a0c9da6213c8daf805439c4f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-27T02:16:27Z",
    "title_canon_sha256": "cd1dc59f8cb10614ae9d8719b80e19ea6488f1fb856da8210c185a42d822f490"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20630",
    "kind": "arxiv",
    "version": 1
  }
}