Pith Number

pith:J2GXGTGB

pith:2024:J2GXGTGBLBGLZJM5WHWXBAZFXD

not attested not anchored not stored refs pending

Top Pass: Improve Code Generation by Pass@k-Maximized Code Ranking

Ming Li, Xin-Ye Li, Zheng Xie, Zhi-Cun Lyu

arxiv:2408.05715 v1 · 2024-08-11 · cs.AI · 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{J2GXGTGBLBGLZJM5WHWXBAZFXD}

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

Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Receipt and verification

First computed	2026-07-05T08:54:24.163247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e8d734cc1584cbca59db1ed708325b8ca4edafe9980a6fd904f095423bbb4cd

Aliases

arxiv: 2408.05715 · arxiv_version: 2408.05715v1 · doi: 10.48550/arxiv.2408.05715 · pith_short_12: J2GXGTGBLBGL · pith_short_16: J2GXGTGBLBGLZJM5 · pith_short_8: J2GXGTGB

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/J2GXGTGBLBGLZJM5WHWXBAZFXD \
  | 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: 4e8d734cc1584cbca59db1ed708325b8ca4edafe9980a6fd904f095423bbb4cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecab832d5cd4c2c1f4c073c8f5bab06781f5a4b197369fafd1328cf7ef0d2734",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-11T07:53:51Z",
    "title_canon_sha256": "b0c5e381b3eca6879f161569159bd1d956be45b43393cf0a132ef8027c66b7cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05715",
    "kind": "arxiv",
    "version": 1
  }
}