Pith Number

pith:RNY4OKQF

pith:2025:RNY4OKQFAAJONJGHNBBBLT47YX

not attested not anchored not stored refs pending

Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation

Guoqing Wang, Liwei Guo, Qingyuan Liang, Sixiang Ye, Yong Liu, Zeyu Sun, Zheng Li

arxiv:2503.11085 v1 · 2025-03-14 · 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{RNY4OKQFAAJONJGHNBBBLT47YX}

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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

VeriInteresting: An Empirical Study of Model Prompt Interactions in Verilog Code Generation

Receipt and verification

First computed	2026-07-05T10:31:11.611384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b71c72a050012e6a4c7684215cf9fc5db824404cbf35238337112c0e6ae59a8

Aliases

arxiv: 2503.11085 · arxiv_version: 2503.11085v1 · doi: 10.48550/arxiv.2503.11085 · pith_short_12: RNY4OKQFAAJO · pith_short_16: RNY4OKQFAAJONJGH · pith_short_8: RNY4OKQF

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/RNY4OKQFAAJONJGHNBBBLT47YX \
  | 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: 8b71c72a050012e6a4c7684215cf9fc5db824404cbf35238337112c0e6ae59a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8405917412d68bd8810a00ac49369c0161880c076735f23152ba7765b9cef49",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-14T04:53:03Z",
    "title_canon_sha256": "c47f39c22aacc5a573711c6193e591306b1648634801cfae715489a189236f88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11085",
    "kind": "arxiv",
    "version": 1
  }
}