Pith Number

pith:4B5WMF72

pith:2025:4B5WMF725OVD6FUYFB7P2QK6WB

not attested not anchored not stored refs pending

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Graham Neubig, Maggie Huan, Minxin Du, Radha Poovendran, Seungone Kim, Tuney Zheng, Xiang Yue, Xiaoyu Xu, Yuetai Li

arxiv:2507.00432 v2 · 2025-07-01 · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4B5WMF725OVD6FUYFB7P2QK6WB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

18 papers in Pith

Sample-efficient LLM Optimization with Reset Replay

Proximal Supervised Fine-Tuning

Token Buncher: Shielding LLMs from Harmful Reinforcement Learning Fine-Tuning

A Survey of Reinforcement Learning for Large Reasoning Models

Understanding Task Transfer in Vision-Language Models

Receipt and verification

First computed	2026-05-19T00:54:51.297971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e07b6617faebaa3f1698287efd415eb07152a229e02a2863720efb48cf61a4c7

Aliases

arxiv: 2507.00432 · arxiv_version: 2507.00432v2 · doi: 10.48550/arxiv.2507.00432 · pith_short_12: 4B5WMF725OVD · pith_short_16: 4B5WMF725OVD6FUY · pith_short_8: 4B5WMF72

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/4B5WMF725OVD6FUYFB7P2QK6WB \
  | 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: e07b6617faebaa3f1698287efd415eb07152a229e02a2863720efb48cf61a4c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00e49dba5ded089212ca29a8316090a26c77a71120d21d8e1fb4f3782c9b1d57",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-01T05:23:05Z",
    "title_canon_sha256": "336fa8cf47311762979f709847d68feaae704b54ee009a90a7d886f730c9f106"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00432",
    "kind": "arxiv",
    "version": 2
  }
}