Pith Number

pith:LXNRL2QC

pith:2024:LXNRL2QCDSTJ2OSXBOAWFS22QD

not attested not anchored not stored refs pending

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery

Bin Liang, Dayuan Fu, Guanting Dong, Huangxuan Wu, Jianing Yu, Muxi Diao, Qiuna Tan, Runqi Qiao, Weihao Zeng, Weiran Xu, Xiaoshuai Song, Yejie Wang, Yujia Fu, Zhengyang Wang, Zhexu Wang, Zhuoma Gongque

arxiv:2406.08587 v2 · 2024-06-12 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LXNRL2QCDSTJ2OSXBOAWFS22QD}

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

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration

Receipt and verification

First computed	2026-07-05T10:21:20.712543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ddb15ea021ca69d3a570b8162cb5a80c01704e3c1094a331213e66ac291536a

Aliases

arxiv: 2406.08587 · arxiv_version: 2406.08587v2 · doi: 10.48550/arxiv.2406.08587 · pith_short_12: LXNRL2QCDSTJ · pith_short_16: LXNRL2QCDSTJ2OSX · pith_short_8: LXNRL2QC

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/LXNRL2QCDSTJ2OSXBOAWFS22QD \
  | 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: 5ddb15ea021ca69d3a570b8162cb5a80c01704e3c1094a331213e66ac291536a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d053dbda36284148cb7f524d40d5f680d3f17bff82034b3b931d8dc3013d7c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-12T18:47:28Z",
    "title_canon_sha256": "55a4409cb432fb95441bd2ea2de6e2732ecb55b83435255640a4056ae0e19829"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08587",
    "kind": "arxiv",
    "version": 2
  }
}