Pith Number

pith:AULPEEFQ

pith:2025:AULPEEFQQNRV3IFI5GOXG4IVD6

not attested not anchored not stored refs pending

PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing

Fang Liu, Ge Li, Jiaxin Zhu, Jun Wei, Wensheng Dou, Ying Xing, Yuwei Zhang, Zhi Jin

arxiv:2501.16149 v2 · 2025-01-27 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AULPEEFQQNRV3IFI5GOXG4IVD6}

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	2026-07-05T10:14:50.095117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0516f210b083635da0a8e99d7371151f9020fee41217cf957bb6d1bf38cfc4c1

Aliases

arxiv: 2501.16149 · arxiv_version: 2501.16149v2 · doi: 10.48550/arxiv.2501.16149 · pith_short_12: AULPEEFQQNRV · pith_short_16: AULPEEFQQNRV3IFI · pith_short_8: AULPEEFQ

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/AULPEEFQQNRV3IFI5GOXG4IVD6 \
  | 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: 0516f210b083635da0a8e99d7371151f9020fee41217cf957bb6d1bf38cfc4c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c953a5c61cc1b5bc3747913b6333fea2b6dbed811da40071bc89eb701e479bb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-27T15:43:04Z",
    "title_canon_sha256": "0431fd2dae110c9ef75e5b6f1b71057e31bf1779ed4ef49411d11ff2e93fc2a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16149",
    "kind": "arxiv",
    "version": 2
  }
}