Pith Number

pith:3Z6EQHQV

pith:2025:3Z6EQHQVYR253PRSWLUN6MV3QW

not attested not anchored not stored refs pending

Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls

Ante Wang, Dian Yu, Dong Yu, Haitao Mi, Jinsong Su, Linfeng Song, Xiangyu Duan, Ye Tian, Zhaopeng Tu

arxiv:2502.11183 v2 · 2025-02-16 · 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{3Z6EQHQVYR253PRSWLUN6MV3QW}

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

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

Receipt and verification

First computed	2026-07-05T10:37:44.627422Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de7c481e15c475ddbe32b2e8df32bb85a7c2e5898a04d6eb9ea62a9b33526ce1

Aliases

arxiv: 2502.11183 · arxiv_version: 2502.11183v2 · doi: 10.48550/arxiv.2502.11183 · pith_short_12: 3Z6EQHQVYR25 · pith_short_16: 3Z6EQHQVYR253PRS · pith_short_8: 3Z6EQHQV

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/3Z6EQHQVYR253PRSWLUN6MV3QW \
  | 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: de7c481e15c475ddbe32b2e8df32bb85a7c2e5898a04d6eb9ea62a9b33526ce1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8a3825cbd2cbff609267837e87643302081b0ea5bef0cdded1768e899fb193c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-16T16:12:01Z",
    "title_canon_sha256": "819e42f18be099988cb3935d4f8efa9e4a8c472dbdc3a7e28d7ab84d8c0b6a07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11183",
    "kind": "arxiv",
    "version": 2
  }
}