Pith Number

pith:2BWNZBG3

pith:2024:2BWNZBG3ICXZGPOVG3LSKBNVO2

not attested not anchored not stored refs pending

LLMs in Web Development: Evaluating LLM-Generated PHP Code Unveiling Vulnerabilities and Limitations

L\'aszl\'o Erdodi, Rebeka T\'oth, Tamas Bisztray

arxiv:2404.14459 v2 · 2024-04-21 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2BWNZBG3ICXZGPOVG3LSKBNVO2}

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

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Receipt and verification

First computed	2026-07-05T08:21:15.451430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d06cdc84db40af933dd536d72505b57694ab514f6807abc33ce6ab75752c2ffd

Aliases

arxiv: 2404.14459 · arxiv_version: 2404.14459v2 · doi: 10.48550/arxiv.2404.14459 · pith_short_12: 2BWNZBG3ICXZ · pith_short_16: 2BWNZBG3ICXZGPOV · pith_short_8: 2BWNZBG3

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/2BWNZBG3ICXZGPOVG3LSKBNVO2 \
  | 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: d06cdc84db40af933dd536d72505b57694ab514f6807abc33ce6ab75752c2ffd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df59403093dacbbaf8dfdeb388fd947eac1d4b2c4ba5443b8c0d20cbe39881f4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-21T20:56:02Z",
    "title_canon_sha256": "9bedf5ba7343245d25cbafc64f3e34a4c88ee216ecc5fbf46a221ec7068b500b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.14459",
    "kind": "arxiv",
    "version": 2
  }
}