Pith Number

pith:5PMX4ORI

pith:2025:5PMX4ORINGZ2YCYAUKFVW2J4BD

not attested not anchored not stored refs pending

Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation

Bo Zheng, Gengru Chen, Jiaheng Liu, Weixun Wang, Wenbo Su, Xingyao Zhang, Yijia Luo, Yulin Song

arxiv:2503.16385 v1 · 2025-03-20 · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5PMX4ORINGZ2YCYAUKFVW2J4BD}

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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

8 papers in Pith

DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models

Generative Spatiotemporal Intent Sequence Recommendation via Implicit Reasoning in Amap

Training-Trajectory-Aware Token Selection

Are Rationales Necessary and Sufficient? Tuning LLMs for Explainable Misinformation Detection

Investigating Thinking Behaviours of Reasoning-Based Language Models for Social Bias Mitigation

Receipt and verification

First computed	2026-07-05T10:36:18.490091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebd97e3a2869b3ac0b00a28b5b693c08c27c44114dc3092ae6041ed3b9d753ff

Aliases

arxiv: 2503.16385 · arxiv_version: 2503.16385v1 · doi: 10.48550/arxiv.2503.16385 · pith_short_12: 5PMX4ORINGZ2 · pith_short_16: 5PMX4ORINGZ2YCYA · pith_short_8: 5PMX4ORI

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/5PMX4ORINGZ2YCYAUKFVW2J4BD \
  | 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: ebd97e3a2869b3ac0b00a28b5b693c08c27c44114dc3092ae6041ed3b9d753ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0c383f1a8f196db2f43b933468fbd9accd4b96ae3166f25aabc839d2521c20a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-20T17:46:38Z",
    "title_canon_sha256": "46fce7ed1ac15d81328d115d7f1519069578ad5cec417d2d890b8ac9cb8fc4ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16385",
    "kind": "arxiv",
    "version": 1
  }
}