Pith Number

pith:NA5YCIP4

pith:2025:NA5YCIP46X6WRX75FU44EZSWTX

not attested not anchored not stored refs pending

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning

Beichen Zhang, Dahua Lin, Haodong Duan, Jiaqi Wang, Pan Zhang, Xiaoyi Dong, Yuhang Cao, Yuhang Zang, Yuhong Liu

arxiv:2501.03226 v3 · 2025-01-06 · cs.CL · cs.AI · 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{NA5YCIP46X6WRX75FU44EZSWTX}

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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

1 paper in Pith

From Implicit Exploration to Structured Reasoning: Leveraging Guideline and Refinement for LLMs

Receipt and verification

First computed	2026-07-05T10:15:24.398458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

683b8121fcf5fd68dffd2d39c266569dc16600a97ba30db3480add81ead715f0

Aliases

arxiv: 2501.03226 · arxiv_version: 2501.03226v3 · doi: 10.48550/arxiv.2501.03226 · pith_short_12: NA5YCIP46X6W · pith_short_16: NA5YCIP46X6WRX75 · pith_short_8: NA5YCIP4

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/NA5YCIP46X6WRX75FU44EZSWTX \
  | 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: 683b8121fcf5fd68dffd2d39c266569dc16600a97ba30db3480add81ead715f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "401b43954ffd3bf2ecac891471a1903f0b083605fd7c3503341ac93a91fd011f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-06T18:59:13Z",
    "title_canon_sha256": "f90b7054c562c1bb87247ef213e141922d25caf6ffc9653537b8b1f9f019c0fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03226",
    "kind": "arxiv",
    "version": 3
  }
}