Pith Number

pith:XX2V66XT

pith:2025:XX2V66XTL6UQWPJPQSB2OC2PRH

not attested not anchored not stored refs pending

Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs

Bo An, Jianguo Huang, Steven Hoi, Yanchen Deng, Zhiyi Lyu

arxiv:2508.07434 v1 · 2025-08-10 · 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{XX2V66XTL6UQWPJPQSB2OC2PRH}

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

Code as Agent Harness

AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search

Receipt and verification

First computed	2026-07-05T11:51:46.221068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdf55f7af35fa90b3d2f8483a70b4f89f18387f0b2a631f5b5cdc53deeec7835

Aliases

arxiv: 2508.07434 · arxiv_version: 2508.07434v1 · doi: 10.48550/arxiv.2508.07434 · pith_short_12: XX2V66XTL6UQ · pith_short_16: XX2V66XTL6UQWPJP · pith_short_8: XX2V66XT

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/XX2V66XTL6UQWPJPQSB2OC2PRH \
  | 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: bdf55f7af35fa90b3d2f8483a70b4f89f18387f0b2a631f5b5cdc53deeec7835

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33c4726e6f69bd4f2c1c4c99cb2c8f171972bc78bd7438d604823b98459ba3a4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-10T17:11:56Z",
    "title_canon_sha256": "c721d9000b4b95ce27db3f1880e1e52a5e333c7146b7ad678e02d3831f170584"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07434",
    "kind": "arxiv",
    "version": 1
  }
}