Pith Number

pith:IDZ7AHMZ

pith:2025:IDZ7AHMZVCGRFDZXW5DOH3SEIO

not attested not anchored not stored refs pending

How Far Are We from Optimal Reasoning Efficiency?

Jiaxuan Gao, Kaifeng Lyu, Lu Yang, Qixin Tan, Shusheng Xu, Shu Yan, Wei Fu, Yi Wu, Zhiyu Mei

arxiv:2506.07104 v2 · 2025-06-08 · cs.CL · 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{IDZ7AHMZVCGRFDZXW5DOH3SEIO}

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

1 paper in Pith

Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models

Receipt and verification

First computed	2026-07-05T12:08:03.921291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40f3f01d99a88d128f37b746e3ee4443977cba42177115387746075282ab71a1

Aliases

arxiv: 2506.07104 · arxiv_version: 2506.07104v2 · doi: 10.48550/arxiv.2506.07104 · pith_short_12: IDZ7AHMZVCGR · pith_short_16: IDZ7AHMZVCGRFDZX · pith_short_8: IDZ7AHMZ

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/IDZ7AHMZVCGRFDZXW5DOH3SEIO \
  | 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: 40f3f01d99a88d128f37b746e3ee4443977cba42177115387746075282ab71a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dae0ee78da6ed2a9cc90833102dd8133cb9a54b920db1c83edc538dd0c52b01b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-08T12:18:50Z",
    "title_canon_sha256": "7365253279ef5e1773ecad58b00bd6361b00f14694439bcb67bb198cca281935"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07104",
    "kind": "arxiv",
    "version": 2
  }
}