Pith Number

pith:7CIRJ6GA

pith:2024:7CIRJ6GAZVAKDJWRNE7XAAHHVW

not attested not anchored not stored refs pending

BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search

Bihui Yu, Conghui He, Hao Liang, Jingxuan Wei, Linzhuang Sun, Wentao Zhang, Zenan Zhou

arxiv:2409.17972 v2 · 2024-09-26 · cs.CL · 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{7CIRJ6GAZVAKDJWRNE7XAAHHVW}

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

From Implicit Exploration to Structured Reasoning: Leveraging Guideline and Refinement for LLMs

Receipt and verification

First computed	2026-07-05T09:13:08.493607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f89114f8c0cd40a1a6d1693f7000e7ad8886b5dd3e9675c6e30d34095c24a98a

Aliases

arxiv: 2409.17972 · arxiv_version: 2409.17972v2 · doi: 10.48550/arxiv.2409.17972 · pith_short_12: 7CIRJ6GAZVAK · pith_short_16: 7CIRJ6GAZVAKDJWR · pith_short_8: 7CIRJ6GA

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/7CIRJ6GAZVAKDJWRNE7XAAHHVW \
  | 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: f89114f8c0cd40a1a6d1693f7000e7ad8886b5dd3e9675c6e30d34095c24a98a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04ff9daf1101ce323f6997f503b5f77018b818a22a02bb0c566ce477604136d2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-26T15:47:42Z",
    "title_canon_sha256": "f0df82c1125a45e8d07d36dea580e37ca24d999af829db82d2e2a53233fc0ce2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.17972",
    "kind": "arxiv",
    "version": 2
  }
}