Pith Number

pith:4HWMKNXZ

pith:2024:4HWMKNXZQA53PRSCKU4BTHDRWW

not attested not anchored not stored refs pending

RedStone: Curating General, Code, Math, and QA Data for Large Language Models

Furu Wei, Lei Cui, Li Dong, Mao Yang, Qinzheng Sun, Qiufeng Yin, Scarlett Li, Shaohan Huang, Shuming Ma, Tengchao Lv, Wenhui Wang, Xingxing Zhang, Yangyu Huang, Yaoyao Chang, Ying Xin, Yupan Huang

arxiv:2412.03398 v1 · 2024-12-04 · 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{4HWMKNXZQA53PRSCKU4BTHDRWW}

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

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Receipt and verification

First computed	2026-07-05T09:44:28.823860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1ecc536f9803bb7c6425538199c71b5a344bc01eb9a4944206f74a8ce9f760e

Aliases

arxiv: 2412.03398 · arxiv_version: 2412.03398v1 · doi: 10.48550/arxiv.2412.03398 · pith_short_12: 4HWMKNXZQA53 · pith_short_16: 4HWMKNXZQA53PRSC · pith_short_8: 4HWMKNXZ

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/4HWMKNXZQA53PRSCKU4BTHDRWW \
  | 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: e1ecc536f9803bb7c6425538199c71b5a344bc01eb9a4944206f74a8ce9f760e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af11dce28b05c8fdb115e8bc11823cfbbe9e52d625e1b49593ba9fdc64cc151d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-04T15:27:39Z",
    "title_canon_sha256": "fd9eb65e4355539566f80b998dd5fc1cd518b19bfe605a1dd7be5e05ddd66b01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03398",
    "kind": "arxiv",
    "version": 1
  }
}