Pith Number

pith:EAOD4OP6

pith:2025:EAOD4OP6C24FRIHRHL3GZ5ATRM

not attested not anchored not stored refs pending

On Iterative Evaluation and Enhancement of Code Quality Using GPT-4o

Amal Vaidya, Andre Frade, Bismayan Chakrabarti, Jonathan Budd, Marcus Kaiser, Maxime Labonne, Rundong Liu, Sean Moran

arxiv:2502.07399 v1 · 2025-02-11 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EAOD4OP6C24FRIHRHL3GZ5ATRM}

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

Project-Level C-to-Rust Translation via Pointer Knowledge Graphs

Receipt and verification

First computed	2026-07-05T10:12:36.884403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

201c3e39fe16b858a0f13af66cf4138b188c8e988d0939e029fd3bee9c92d953

Aliases

arxiv: 2502.07399 · arxiv_version: 2502.07399v1 · doi: 10.48550/arxiv.2502.07399 · pith_short_12: EAOD4OP6C24F · pith_short_16: EAOD4OP6C24FRIHR · pith_short_8: EAOD4OP6

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/EAOD4OP6C24FRIHRHL3GZ5ATRM \
  | 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: 201c3e39fe16b858a0f13af66cf4138b188c8e988d0939e029fd3bee9c92d953

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09aa1b3d9fcd3af6886200830b1273adbcf6843909f201c35f85d31944e837c7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-02-11T09:27:00Z",
    "title_canon_sha256": "3dbc697b9bf1b87a5dfe4b700377af77afa0feea7b1d19d13e09b45853832fda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07399",
    "kind": "arxiv",
    "version": 1
  }
}