Pith Number

pith:BBGEHE54

pith:2024:BBGEHE54XDDZYZPT6BK5WHHZVK

not attested not anchored not stored refs pending

Distilling Desired Comments for Enhanced Code Review with Large Language Models

Dong Shao, Guohao Shi, Guoping Rong, Haifeng Shen, Haoxiang Yan, Jiahao Zhang, Lei Zhang, Qiushi Wang, Ruiqi Pan, Yongda Yu, Yuan Li, Zhao Tian

arxiv:2412.20340 v2 · 2024-12-29 · cs.SE · 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{BBGEHE54XDDZYZPT6BK5WHHZVK}

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.

Receipt and verification

First computed	2026-07-05T09:56:58.661644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

084c4393bcb8c79c65f3f055db1cf9aa898f53188cf6b34baa74b678f7b13463

Aliases

arxiv: 2412.20340 · arxiv_version: 2412.20340v2 · doi: 10.48550/arxiv.2412.20340 · pith_short_12: BBGEHE54XDDZ · pith_short_16: BBGEHE54XDDZYZPT · pith_short_8: BBGEHE54

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/BBGEHE54XDDZYZPT6BK5WHHZVK \
  | 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: 084c4393bcb8c79c65f3f055db1cf9aa898f53188cf6b34baa74b678f7b13463

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e78381ffaea29782d48d2cbe55394137ad7319c7c638bcc50e078db041ef57f3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-29T03:49:13Z",
    "title_canon_sha256": "10ca8eaefcbfb4ad52eae5b5586139090f13fe84dd7dd1fc84b6ef48a2fa8fd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20340",
    "kind": "arxiv",
    "version": 2
  }
}