Pith Number

pith:5J4VGTBV

pith:2025:5J4VGTBV3DUQP5IZKIIUZLS3IN

not attested not anchored not stored refs pending

SwiftEval: Developing a Language-Specific Benchmark for LLM-generated Code Evaluation

Ivan Petrukha, Nataliia Stulova, Yana Kurliak

arxiv:2505.24324 v1 · 2025-05-30 · cs.LG · cs.CL · cs.PL · 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{5J4VGTBV3DUQP5IZKIIUZLS3IN}

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	2026-07-05T11:12:46.862103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea79534c35d8e907f51952114cae5b434ee541df5b8e3ee21986e5d99ec5e46d

Aliases

arxiv: 2505.24324 · arxiv_version: 2505.24324v1 · doi: 10.48550/arxiv.2505.24324 · pith_short_12: 5J4VGTBV3DUQ · pith_short_16: 5J4VGTBV3DUQP5IZ · pith_short_8: 5J4VGTBV

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/5J4VGTBV3DUQP5IZKIIUZLS3IN \
  | 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: ea79534c35d8e907f51952114cae5b434ee541df5b8e3ee21986e5d99ec5e46d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8a30f47b89b420ac532cc012a4d40036b3e7197b3a944c19276467298919f55",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-30T08:06:30Z",
    "title_canon_sha256": "9d191ae85fb3e580275ea91a6413519ad98423bd20eeba6522c106ffed7c54b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24324",
    "kind": "arxiv",
    "version": 1
  }
}