Pith Number

pith:D7NZ5RWL

pith:2025:D7NZ5RWL2XWDWVPOUIYBATMBO3

not attested not anchored not stored refs pending

Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement

Bing Qin, Jiahe Guo, Tat-Seng Chua, Ting Liu, Wanxiang Che, Weixiang Zhao, Xingyu Sui, Yang Deng, Yanyan Zhao, Yulin Hu

arxiv:2506.15647 v1 · 2025-06-18 · 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{D7NZ5RWL2XWDWVPOUIYBATMBO3}

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.

Receipt and verification

First computed	2026-07-05T11:23:47.722932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fdb9ec6cbd5ec3b55eea230104d8176ff65a23d3b332c10c47f2b5aa3f220d4

Aliases

arxiv: 2506.15647 · arxiv_version: 2506.15647v1 · doi: 10.48550/arxiv.2506.15647 · pith_short_12: D7NZ5RWL2XWD · pith_short_16: D7NZ5RWL2XWDWVPO · pith_short_8: D7NZ5RWL

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/D7NZ5RWL2XWDWVPOUIYBATMBO3 \
  | 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: 1fdb9ec6cbd5ec3b55eea230104d8176ff65a23d3b332c10c47f2b5aa3f220d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9924a54b5ba14a91b4c5f6058cfc9a60ccf2429b2f51bc7a80d6243b5ea63ef9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-18T17:18:12Z",
    "title_canon_sha256": "cef9c07096f95dfc66055e483e0313a9248de9e288fccfc06c40b0d085145514"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15647",
    "kind": "arxiv",
    "version": 1
  }
}