Pith Number

pith:R3SXZEJR

pith:2023:R3SXZEJRFEUV6747UY567YYHHT

not attested not anchored not stored refs pending

Refactoring Programs Using Large Language Models with Few-Shot Examples

Atsushi Shirafuji, Jun Suzuki, Makoto Morishita, Yusuke Oda, Yutaka Watanobe

arxiv:2311.11690 v1 · 2023-11-20 · cs.PL · cs.AI · cs.CL · 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{R3SXZEJRFEUV6747UY567YYHHT}

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

A Survey on Large Language Models for Code Generation

Receipt and verification

First computed	2026-07-05T08:04:35.570992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ee57c913129295f7f9fa63befe3073cfca0b750ef04426295f72ccdf6b82497

Aliases

arxiv: 2311.11690 · arxiv_version: 2311.11690v1 · doi: 10.48550/arxiv.2311.11690 · pith_short_12: R3SXZEJRFEUV · pith_short_16: R3SXZEJRFEUV6747 · pith_short_8: R3SXZEJR

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/R3SXZEJRFEUV6747UY567YYHHT \
  | 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: 8ee57c913129295f7f9fa63befe3073cfca0b750ef04426295f72ccdf6b82497

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf6a343c6774ffa015a6b2ea5ab567bcdec5076169302433a70cc31e23c31990",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2023-11-20T11:43:45Z",
    "title_canon_sha256": "115c85f6020747e9ced0410f6628f0299b26d553e80cd7c00af27bc8a9435054"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11690",
    "kind": "arxiv",
    "version": 1
  }
}