Pith Number

pith:VEPN4425

pith:2026:VEPN4425RIJSD7AFNAHTJLDERN

not attested not anchored not stored refs pending

Rise From The Ashes: LLM-based Static Analysis for Deep Learning Framework Bugs

Chunrong Fang, Haifeng Lin, Hongyu Liu, Jiawei Liu, Shaoyu Yang, Wei Cheng, Xiang Chen, Yiyu Zhang, Zhenyu Chen

arxiv:2607.00555 v1 · 2026-07-01 · 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{VEPN4425RIJSD7AFNAHTJLDERN}

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	2026-07-02T01:17:47.556230Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a91ede735d8a1321fc05680f34ac648b78de9a71a19830c4d5ae6d59fe6ff030

Aliases

arxiv: 2607.00555 · arxiv_version: 2607.00555v1 · doi: 10.48550/arxiv.2607.00555 · pith_short_12: VEPN4425RIJS · pith_short_16: VEPN4425RIJSD7AF · pith_short_8: VEPN4425

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/VEPN4425RIJSD7AFNAHTJLDERN \
  | 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: a91ede735d8a1321fc05680f34ac648b78de9a71a19830c4d5ae6d59fe6ff030

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a15772471cbeeced85a622fd28230c8c2b260c9b8e549aa8ca469a6beed0c68",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-01T07:44:25Z",
    "title_canon_sha256": "1ec3b14c986357890483ebc950402bd0113cd54bc8aefdb6d7a9221ac85047d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.00555",
    "kind": "arxiv",
    "version": 1
  }
}