Pith Number

pith:X3FYPPVP

pith:2025:X3FYPPVPN7NQANBN3KEA2Y7NNY

not attested not anchored not stored refs pending

First Return, Entropy-Eliciting Explore

Chenghua Lin, Ge Zhang, Qian Liu, Qingshui Gu, Taoran Liang, Tianshun Xing, Tianyu Zheng, Wenhao Huang, Xingwei Qu, Xin Zhou, Yizhi Li, Zejun Ma, Zhoufutu Wen

arxiv:2507.07017 v1 · 2025-07-09 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X3FYPPVPN7NQANBN3KEA2Y7NNY}

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

12 papers in Pith

What are Key Factors for Updates in RL for LLM Reasoning?

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning

Confidence Laundering in Agent Systems: Why Uncertainty Needs a Latent Carrier

OrderGrad: Optimizing Beyond the Mean with Order-Statistic Policy Gradient Estimation

Receipt and verification

First computed	2026-07-05T11:34:27.859280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

becb87beaf6fdb00342dda880d63ed6e3f18be26e1701fd72761023592ef4fa7

Aliases

arxiv: 2507.07017 · arxiv_version: 2507.07017v1 · doi: 10.48550/arxiv.2507.07017 · pith_short_12: X3FYPPVPN7NQ · pith_short_16: X3FYPPVPN7NQANBN · pith_short_8: X3FYPPVP

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/X3FYPPVPN7NQANBN3KEA2Y7NNY \
  | 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: becb87beaf6fdb00342dda880d63ed6e3f18be26e1701fd72761023592ef4fa7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9ec6588526ea91b1e1940d9987a3110411e9cda9c0d906c991583a902458671",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-09T16:45:48Z",
    "title_canon_sha256": "66deef57854505250fdfcfb710680ff60d1ebbbfab7752a6ecb4cbb24ddbfcf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07017",
    "kind": "arxiv",
    "version": 1
  }
}