Pith Number

pith:3AC6CYZD

pith:2025:3AC6CYZD7RXSNRDOFWIPSHL755

not attested not anchored not stored refs pending

RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?

Boyuan Chen, Da Zheng, Debing Zhang, Haotian Xu, Jiaming Ji, Muhan Zhang, Shijia Kang, Weinong Wang, Xing Wu, Yaodong Yang, Yi Hu, Yingying Zhang, Zhijiang Guo, Zhongzhi Li

arxiv:2501.11284 v1 · 2025-01-20 · cs.LG · cs.AI · 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{3AC6CYZD7RXSNRDOFWIPSHL755}

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

5 papers in Pith

Purified OPSD: On-Policy Self-Distillation Without Losing How to Think

IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

From System 1 to System 2: A Survey of Reasoning Large Language Models

Uni-OPD: Unifying On-Policy Distillation with a Dual-Perspective Recipe

Receipt and verification

First computed	2026-07-05T10:03:06.288056Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d805e16323fc6f26c46e2d90f91d7fef76703566ec20b4db17c5cdc21ac5c42e

Aliases

arxiv: 2501.11284 · arxiv_version: 2501.11284v1 · doi: 10.48550/arxiv.2501.11284 · pith_short_12: 3AC6CYZD7RXS · pith_short_16: 3AC6CYZD7RXSNRDO · pith_short_8: 3AC6CYZD

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/3AC6CYZD7RXSNRDOFWIPSHL755 \
  | 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: d805e16323fc6f26c46e2d90f91d7fef76703566ec20b4db17c5cdc21ac5c42e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7f90bfc3682a28bcd086e8793f70a9eea7e4a7f8a2bd8384e8b168e13ad6620",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-20T05:44:01Z",
    "title_canon_sha256": "b569c4106b5ac3521fcd021ef3363ceed87d9ba895a2da1e0db0fb27c01a5355"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11284",
    "kind": "arxiv",
    "version": 1
  }
}