Pith Number

pith:WRYC567V

pith:2025:WRYC567V5JSSKSNYKQM3WKCU4C

not attested not anchored not stored refs pending

Seed-Coder: Let the Code Model Curate Data for Itself

Anxiang Zhang, Bytedance Seed, Chao Li, Chenguang Xi, Daoguang Zan, Dong Huang, Guanghan Ning, Hanzhi Zhou, Jianchong Chen, Jiaze Chen, Jing Su, Jinhua Zhu, Kaibo Liu, Kai Shen, Liang Xiang, Lixin Dong, Shen Zheng, Shulin Xin, Siyao Liu, Tao Sun, Xia Xiao, Xierui Song, Yetao Bai, Yifan Huang, Yifan Sun, Yonghui Wu, Yuyu Zhang

arxiv:2506.03524 v2 · 2025-06-04 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WRYC567V5JSSKSNYKQM3WKCU4C}

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

13 papers in Pith

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

CODEBLOCK: Learning to Supervise Code at the Right Granularity

Mellum2 Technical Report

AscendOptimizer: Episodic Agent for Ascend NPU Operator Optimization

Steerable Instruction Following Coding Data Synthesis with Actor-Parametric Schema Co-Evolution

Receipt and verification

First computed	2026-07-05T11:16:10.058968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4702efbf5ea652549b85419bb2854e0b2653d2d93e3ac51a492d56d1afb1216

Aliases

arxiv: 2506.03524 · arxiv_version: 2506.03524v2 · doi: 10.48550/arxiv.2506.03524 · pith_short_12: WRYC567V5JSS · pith_short_16: WRYC567V5JSSKSNY · pith_short_8: WRYC567V

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/WRYC567V5JSSKSNYKQM3WKCU4C \
  | 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: b4702efbf5ea652549b85419bb2854e0b2653d2d93e3ac51a492d56d1afb1216

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0e58bd84784c21e5732f6257d2d9566a45593da01543bdfc5d40003444f1edf",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-04T03:17:19Z",
    "title_canon_sha256": "ca63399483f0e5c62c42d0f6152d23fe56f15ecd57df2cdf2bfc1bdf399cb5ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03524",
    "kind": "arxiv",
    "version": 2
  }
}