Pith Number

pith:KLYDHSRD

pith:2025:KLYDHSRD63X2CLLHATPI2DJUCO

not attested not anchored not stored refs pending

Klear-CodeTest: Scalable Test Case Generation for Code Reinforcement Learning

Fuzheng Zhang, Guorui Zhou, Hongzhi Zhang, Jia Fu, Jingyuan Zhang, Qi Wang, Xinyu Yang, Yahui Liu

arxiv:2508.05710 v2 · 2025-08-07 · 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{KLYDHSRD63X2CLLHATPI2DJUCO}

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

3 papers in Pith

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms

SCALER:Synthetic Scalable Adaptive Learning Environment for Reasoning

Receipt and verification

First computed	2026-07-05T12:09:22.622510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52f033ca23f6efa12d6704de8d0d34139e172b2524e7311be9aacc61749465b1

Aliases

arxiv: 2508.05710 · arxiv_version: 2508.05710v2 · doi: 10.48550/arxiv.2508.05710 · pith_short_12: KLYDHSRD63X2 · pith_short_16: KLYDHSRD63X2CLLH · pith_short_8: KLYDHSRD

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/KLYDHSRD63X2CLLHATPI2DJUCO \
  | 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: 52f033ca23f6efa12d6704de8d0d34139e172b2524e7311be9aacc61749465b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "662dd1d4cb3b2ddab2ab03be972ff7af4e337be4dc962494c6d0e44a1dc9b1aa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-07T07:36:01Z",
    "title_canon_sha256": "fcbf673f66ae370e7e4d3b934054089fd467b7b7041b8cee47f408cfdf4a7d72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05710",
    "kind": "arxiv",
    "version": 2
  }
}