Pith Number

pith:YDIOJKHG

pith:2025:YDIOJKHGGX2OF3IMYV55ZGNCIY

not attested not anchored not stored refs pending

Enhancing Test-Time Scaling of Large Language Models with Hierarchical Retrieval-Augmented MCTS

Alex ZH Dou, Chaofan Tao, Dongfei Cui, Haokun Lin, Jing Xiong, Mi Zhang, Shen Yan, Xin Wang, Zhongwei Wan

arxiv:2507.05557 v1 · 2025-07-08 · 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{YDIOJKHGGX2OF3IMYV55ZGNCIY}

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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

2 papers in Pith

MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning

Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators

Receipt and verification

First computed	2026-07-05T11:33:32.425519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0d0e4a8e635f4e2ed0cc57bdc99a2463ad74cf1154c3ac6f91efc0bdd114b6c

Aliases

arxiv: 2507.05557 · arxiv_version: 2507.05557v1 · doi: 10.48550/arxiv.2507.05557 · pith_short_12: YDIOJKHGGX2O · pith_short_16: YDIOJKHGGX2OF3IM · pith_short_8: YDIOJKHG

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/YDIOJKHGGX2OF3IMYV55ZGNCIY \
  | 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: c0d0e4a8e635f4e2ed0cc57bdc99a2463ad74cf1154c3ac6f91efc0bdd114b6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de83e204edd1db5c77db13d7dc356895d18ca09ed8bf41e109e7040d3a8442d5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-08T00:41:12Z",
    "title_canon_sha256": "ee2f996dcea2aa9adc8227541dbb8ee2b92aa0ea0115866e56953efbbc6459ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05557",
    "kind": "arxiv",
    "version": 1
  }
}