Pith Number

pith:4PKCTWXE

pith:2024:4PKCTWXEZQ3D4YXZRBDIJMIPY4

not attested not anchored not stored refs pending

JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models

Beichen Zhang, Jiapeng Wang, Jing Sha, Ji-Rong Wen, Kun Zhou, Shijin Wang, Wayne Xin Zhao, Zhichao Sheng, Zhipeng Chen

arxiv:2405.14365 v1 · 2024-05-23 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{4PKCTWXEZQ3D4YXZRBDIJMIPY4}

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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

2 papers in Pith

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

Receipt and verification

First computed	2026-07-05T08:22:13.741587Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3d429dae4cc363e62f9884684b10fc7191b0226cc136de8fc42495bf41e3af7

Aliases

arxiv: 2405.14365 · arxiv_version: 2405.14365v1 · doi: 10.48550/arxiv.2405.14365 · pith_short_12: 4PKCTWXEZQ3D · pith_short_16: 4PKCTWXEZQ3D4YXZ · pith_short_8: 4PKCTWXE

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/4PKCTWXEZQ3D4YXZRBDIJMIPY4 \
  | 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: e3d429dae4cc363e62f9884684b10fc7191b0226cc136de8fc42495bf41e3af7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e527aa38551142d5e81089e15df32fc64e3d653cbd0d4785ab5d49d5931f216f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-23T09:43:19Z",
    "title_canon_sha256": "d52d545453b281605222c569a2cb7fc683ec45d1b16b5b05124d85968c13cb47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14365",
    "kind": "arxiv",
    "version": 1
  }
}