Pith Number

pith:QKABYW7I

pith:2023:QKABYW7I3GRRVQUZMIX6ELNREM

not attested not anchored not stored refs pending

Large Language Models for Code Analysis: Do LLMs Really Do Their Job?

Asmita, Chongzhou Fang, Han Wang, Houman Homayoun, Jialin Liu, Najmeh Nazari, Ning Miao, Ruijie Fang, Ruoyu Zhang, Ryan Tsang, Shaurya Srivastav

arxiv:2310.12357 v2 · 2023-10-18 · cs.SE · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QKABYW7I3GRRVQUZMIX6ELNREM}

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

AgentModernize: Preserving Business Logic in Legacy Modernization with Multi-Agent LLMs and Behavioral Specification Graphs

Receipt and verification

First computed	2026-07-05T07:52:42.200009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82801c5be8d9a31ac299622fe22db12335482f98e565fd8d9d46ec8e255843aa

Aliases

arxiv: 2310.12357 · arxiv_version: 2310.12357v2 · doi: 10.48550/arxiv.2310.12357 · pith_short_12: QKABYW7I3GRR · pith_short_16: QKABYW7I3GRRVQUZ · pith_short_8: QKABYW7I

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/QKABYW7I3GRRVQUZMIX6ELNREM \
  | 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: 82801c5be8d9a31ac299622fe22db12335482f98e565fd8d9d46ec8e255843aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "126ba63a8d9698e3275f4a6f19a55124cc90848ca25c5587ec3e157c2755dbf2",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-18T22:02:43Z",
    "title_canon_sha256": "de1c50f1162906cdd18e9cae3090e668d4d1c7a0a3ac32337f25502225618897"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12357",
    "kind": "arxiv",
    "version": 2
  }
}