Pith Number

pith:SL3RUARY

pith:2025:SL3RUARYO3RCKCC5FTYKUEGBJ4

not attested not anchored not stored refs pending

Scalable Complexity Control Facilitates Reasoning Ability of LLMs

Cheng Xu, Feiyu Xiong, Hezhou Li, Hongkang Yang, Junjie Yao, Kai Chen, Liangkai Hang, Pengxiao Lin, Rongjie Diao, Tianyi Chen, Weinan E, Yang Chen, Yaoyu Zhang, Zehao Lin, Zhangchen Zhou, Zhi-Qin John Xu, Zhiwei Bai, Zhiwei Wang, Zhiyu Li, Zhongwang Zhang

arxiv:2505.23013 v1 · 2025-05-29 · 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{SL3RUARYO3RCKCC5FTYKUEGBJ4}

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	2026-07-05T11:11:53.549255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92f71a023876e225085d2cf0aa10c14f204045ca64672d248574de8400f58667

Aliases

arxiv: 2505.23013 · arxiv_version: 2505.23013v1 · doi: 10.48550/arxiv.2505.23013 · pith_short_12: SL3RUARYO3RC · pith_short_16: SL3RUARYO3RCKCC5 · pith_short_8: SL3RUARY

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/SL3RUARYO3RCKCC5FTYKUEGBJ4 \
  | 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: 92f71a023876e225085d2cf0aa10c14f204045ca64672d248574de8400f58667

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cee723569194fa693259210073c1d4dc85f6f60b6f6f58da260270760e858037",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T02:42:20Z",
    "title_canon_sha256": "589ad0febd7bc4bcfe7236083a59775d786911a2c9ca64ab6af05abe63287e19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23013",
    "kind": "arxiv",
    "version": 1
  }
}