Pith Number

pith:ICUSYCBX

pith:2026:ICUSYCBXUG5D7CNS3HINYXL4DV

not attested not anchored not stored refs pending

Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs

Daisuke Oba, Naoaki Okazaki, Sora Miyamoto

arxiv:2602.09574 v2 · 2026-02-10 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ICUSYCBXUG5D7CNS3HINYXL4DV}

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

2 papers in Pith

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

Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits

Receipt and verification

First computed	2026-06-05T01:15:20.016093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40a92c0837a1ba3f89b2d9d0dc5d7c1d59fd4770976a9cc42d74c16609ff13a6

Aliases

arxiv: 2602.09574 · arxiv_version: 2602.09574v2 · doi: 10.48550/arxiv.2602.09574 · pith_short_12: ICUSYCBXUG5D · pith_short_16: ICUSYCBXUG5D7CNS · pith_short_8: ICUSYCBX

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/ICUSYCBXUG5D7CNS3HINYXL4DV \
  | 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: 40a92c0837a1ba3f89b2d9d0dc5d7c1d59fd4770976a9cc42d74c16609ff13a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83c268bf61eac18994c70b3d018f85f989f4f2af5685405fd90897c07adb01e0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-02-10T09:23:26Z",
    "title_canon_sha256": "5c029e898bce53c128749a096b0e91c7f52045b74dc056b4fb82407117c4d279"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.09574",
    "kind": "arxiv",
    "version": 2
  }
}