Pith Number

pith:UFE7BIXY

pith:2025:UFE7BIXYRHJE4YYLNKLCHZLBXK

not attested not anchored not stored refs pending

Performance Evaluation of General Purpose Large Language Models for Basic Linear Algebra Subprograms Code Generation

Daichi Mukunoki, Shun-ichiro Hayashi, Takahiro Katagiri, Tetsuya Hoshino

arxiv:2507.04697 v1 · 2025-07-07 · cs.LG · cs.DC · cs.MS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UFE7BIXYRHJE4YYLNKLCHZLBXK}

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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

CodegenBench: Can LLMs Write Efficient Code Across Architectures?

Receipt and verification

First computed	2026-07-05T11:32:52.263836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a149f0a2f889d24e630b6a9623e561baa1005c726b59a8d448b57c6ae39e3d5f

Aliases

arxiv: 2507.04697 · arxiv_version: 2507.04697v1 · doi: 10.48550/arxiv.2507.04697 · pith_short_12: UFE7BIXYRHJE · pith_short_16: UFE7BIXYRHJE4YYL · pith_short_8: UFE7BIXY

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/UFE7BIXYRHJE4YYLNKLCHZLBXK \
  | 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: a149f0a2f889d24e630b6a9623e561baa1005c726b59a8d448b57c6ae39e3d5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6955cbc4508d077a17b7898df5ab3ea4f5269f5edb7591445c627ed89486005",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.MS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-07T06:33:59Z",
    "title_canon_sha256": "2e99bca38c2404e48dab4738398ede1a56fee7c6caba81440cfaa42b36eabf66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04697",
    "kind": "arxiv",
    "version": 1
  }
}