Pith Number

pith:IM4XH5NC

pith:2025:IM4XH5NCPTW7ATRL4LZ5DJQ6GG

not attested not anchored not stored refs pending

AI-Driven Code Refactoring: Using Graph Neural Networks to Enhance Software Maintainability

Gopichand Bandarupalli

arxiv:2504.10412 v1 · 2025-04-14 · cs.AI · cs.LG · 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{IM4XH5NCPTW7ATRL4LZ5DJQ6GG}

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

Reinforcement Learning for Autonomous Warehouse Orchestration in SAP Logistics Execution: Redefining Supply Chain Agility

Receipt and verification

First computed	2026-07-05T10:48:59.942976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

433973f5a27cedf04e2be2f3d1a61e3188337a6c917db3b394e8f2b468877476

Aliases

arxiv: 2504.10412 · arxiv_version: 2504.10412v1 · doi: 10.48550/arxiv.2504.10412 · pith_short_12: IM4XH5NCPTW7 · pith_short_16: IM4XH5NCPTW7ATRL · pith_short_8: IM4XH5NC

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/IM4XH5NCPTW7ATRL4LZ5DJQ6GG \
  | 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: 433973f5a27cedf04e2be2f3d1a61e3188337a6c917db3b394e8f2b468877476

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e03d12e5802696b8fdc32b2e766b9a92582b1b8978790f16fe5536927622c8fd",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-14T16:58:54Z",
    "title_canon_sha256": "e62a08ee83a3286bacb887ca9f3a7bb16f1baf47a953741418eb0d957f479b34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10412",
    "kind": "arxiv",
    "version": 1
  }
}