Pith Number

pith:5UCKQ5ZR

pith:2022:5UCKQ5ZRWHXOJCHBNN32PAJH2O

not attested not anchored not stored refs pending

Making Large Language Models Better Reasoners with Step-Aware Verifier

Bei Chen, Jian-Guang Lou, Qiang Fu, Shizhuo Zhang, Weizhu Chen, Yifei Li, Zeqi Lin

arxiv:2206.02336 v3 · 2022-06-06 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5UCKQ5ZRWHXOJCHBNN32PAJH2O}

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

13 papers in Pith

Solving math word problems with process- and outcome-based feedback

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning

Diverse LLMs or Diverse Question Interpretations? That is the Ensembling Question

Reasoning with Language Model is Planning with World Model

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Receipt and verification

First computed	2026-07-05T06:13:15.587742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed04a87731b1eee488e16b77a78127d3a2cf801268c820ac060102554aa29e36

Aliases

arxiv: 2206.02336 · arxiv_version: 2206.02336v3 · doi: 10.48550/arxiv.2206.02336 · pith_short_12: 5UCKQ5ZRWHXO · pith_short_16: 5UCKQ5ZRWHXOJCHB · pith_short_8: 5UCKQ5ZR

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/5UCKQ5ZRWHXOJCHBNN32PAJH2O \
  | 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: ed04a87731b1eee488e16b77a78127d3a2cf801268c820ac060102554aa29e36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edf1dfbb3188a926dbf60fb28a2a39ed64fcd6b97cc458eb1bcc0c946e112457",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-06-06T03:38:36Z",
    "title_canon_sha256": "47737b7ea36eb36375d5c8b18fde75ad1beeb1fd4a51398c1384afebc6f1514e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.02336",
    "kind": "arxiv",
    "version": 3
  }
}