Pith Number

pith:DSKH26UL

pith:2025:DSKH26ULVRC2LFDORDBRAQKMJQ

not attested not anchored not stored refs pending

Teaching Code Refactoring Using LLMs

Aarya Rajoju, Anshul Khairnar, Edward F. Gehringer

arxiv:2508.09332 v1 · 2025-08-12 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DSKH26ULVRC2LFDORDBRAQKMJQ}

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	2026-07-05T11:53:12.681005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c947d7a8bac45a5946e88c310414c4c09f77549be13b45e408584edc1297a31

Aliases

arxiv: 2508.09332 · arxiv_version: 2508.09332v1 · doi: 10.48550/arxiv.2508.09332 · pith_short_12: DSKH26ULVRC2 · pith_short_16: DSKH26ULVRC2LFDO · pith_short_8: DSKH26UL

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/DSKH26ULVRC2LFDORDBRAQKMJQ \
  | 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: 1c947d7a8bac45a5946e88c310414c4c09f77549be13b45e408584edc1297a31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f7e3b0816e0e12275d813d7972f9c64d5fb7db74d09f4d40c10ad062f26214a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-12T20:41:19Z",
    "title_canon_sha256": "9594c7a2c874b3319b53f19160c7abbe20585cdad02e4d4fb44c5cf19798329a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09332",
    "kind": "arxiv",
    "version": 1
  }
}