Pith Number

pith:XOIOFEAT

pith:2026:XOIOFEATRJDPBPOUW3ES2RDJVC

not attested not anchored not stored refs pending

Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality

Alessandro Midolo, Antonio Mastropaolo, Bowen Xu, Camilo Escobar-Vel\'asquez, Mario Linares-V\'asquez, Massimiliano Di Penta, Saima Afrin, Weiyuan Ding

arxiv:2607.14816 v1 · 2026-07-16 · 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{XOIOFEATRJDPBPOUW3ES2RDJVC}

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	2026-07-17T01:21:32.719941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb90e290138a46f0bdd4b6c92d4469a8a16b37fdf7e46afbca4549fd1c05167f

Aliases

arxiv: 2607.14816 · arxiv_version: 2607.14816v1 · doi: 10.48550/arxiv.2607.14816 · pith_short_12: XOIOFEATRJDP · pith_short_16: XOIOFEATRJDPBPOU · pith_short_8: XOIOFEAT

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/XOIOFEATRJDPBPOUW3ES2RDJVC \
  | 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: bb90e290138a46f0bdd4b6c92d4469a8a16b37fdf7e46afbca4549fd1c05167f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7563d39b7765b04b4af1d6d2f6ba46341bea75e65f73d157d7672c7c8112b836",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-16T10:35:25Z",
    "title_canon_sha256": "1f4eee5fa23fcfcd1cf70ae8a6927c1b5705a150922ca2e61f03e62523f2d5f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14816",
    "kind": "arxiv",
    "version": 1
  }
}