Pith Number

pith:DRGAPEEX

pith:2025:DRGAPEEXTOELJUVVBK223CKZW4

not attested not anchored not stored refs pending

Scaling Laws for Code: A More Data-Hungry Regime

Houyi Li, Qingfu Zhu, Rongyi Zhang, Siming Huang, Wanxiang Che, Wenzhen Zheng, Xianzhen Luo, Yuantao Fan

arxiv:2510.08702 v2 · 2025-10-09 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DRGAPEEXTOELJUVVBK223CKZW4}

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	2026-05-20T00:02:57.115096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c4c0790979b88b4d2b50ab5ad8959b717c91d0a8374e2e0b6c7d308671f3406

Aliases

arxiv: 2510.08702 · arxiv_version: 2510.08702v2 · doi: 10.48550/arxiv.2510.08702 · pith_short_12: DRGAPEEXTOEL · pith_short_16: DRGAPEEXTOELJUVV · pith_short_8: DRGAPEEX

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/DRGAPEEXTOELJUVVBK223CKZW4 \
  | 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: 1c4c0790979b88b4d2b50ab5ad8959b717c91d0a8374e2e0b6c7d308671f3406

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "636634b53295b4ef29dcac352dab3ec70f129409931fb779ff526f977f954808",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-09T18:05:52Z",
    "title_canon_sha256": "25c7e5e28583cc20ffbec0cf7d10da3880a6a5f565d90dc5e96472c1cce02099"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.08702",
    "kind": "arxiv",
    "version": 2
  }
}