Pith Number

pith:O5HR7M75

pith:2024:O5HR7M75MQ7EPCCNN6YTOD24ZY

not attested not anchored not stored refs pending

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving

Fangzhou Zhu, Hailei Gong, Han Wu, Ruifeng She, Tao Zhong, Teng Wang, Wei Shi, Wing-Yin Yu, Xiongwei Han, Zehua Liu, Zhenqi He

arxiv:2411.17404 v4 · 2024-11-26 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O5HR7M75MQ7EPCCNN6YTOD24ZY}

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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

1 paper in Pith

Beyond Fixed Budgets: Characterizing the Inelasticity and Limitations of Tree-of-Thought Reasoning Strategies

Receipt and verification

First computed	2026-07-05T11:09:44.186217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

774f1fb3fd643e47884d6fb1370f5cce06803fc508df4a96722244eb7134d4af

Aliases

arxiv: 2411.17404 · arxiv_version: 2411.17404v4 · doi: 10.48550/arxiv.2411.17404 · pith_short_12: O5HR7M75MQ7E · pith_short_16: O5HR7M75MQ7EPCCN · pith_short_8: O5HR7M75

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/O5HR7M75MQ7EPCCNN6YTOD24ZY \
  | 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: 774f1fb3fd643e47884d6fb1370f5cce06803fc508df4a96722244eb7134d4af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03ebda399a2f55c98afeabd70567fe41e1a8d1710acec0b11ea56dcd72c7a226",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-26T13:05:53Z",
    "title_canon_sha256": "fd76b2060be13a267af498f1fce935a5db96d65f9ca470eed85b256ce5c5964a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17404",
    "kind": "arxiv",
    "version": 4
  }
}