Pith Number

pith:QNVG5H2F

pith:2024:QNVG5H2FFQGDAWTL3U7K3C4I44

not attested not anchored not stored refs pending

CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement

Leitian Tao, Ryan Rossi, Saayan Mitra, Tong Yu, Tung Mai, Xiang Chen, Yixuan Li

arxiv:2411.05199 v3 · 2024-11-07 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QNVG5H2FFQGDAWTL3U7K3C4I44}

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

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions

Receipt and verification

First computed	2026-07-05T11:27:21.441560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

836a6e9f452c0c305a6bdd3ead8b88e73ad1e345e5ef37c088762cd38557d209

Aliases

arxiv: 2411.05199 · arxiv_version: 2411.05199v3 · doi: 10.48550/arxiv.2411.05199 · pith_short_12: QNVG5H2FFQGD · pith_short_16: QNVG5H2FFQGDAWTL · pith_short_8: QNVG5H2F

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/QNVG5H2FFQGDAWTL3U7K3C4I44 \
  | 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: 836a6e9f452c0c305a6bdd3ead8b88e73ad1e345e5ef37c088762cd38557d209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fe6b8199e130510530fb13e751d30d78228a417c572ab4e32651405731eb035",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-07T21:51:07Z",
    "title_canon_sha256": "6bc089edf503b54742c6f9683db17077b4fc1af2e84706ffc985d0a4cfd2e1d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05199",
    "kind": "arxiv",
    "version": 3
  }
}