Pith Number

pith:3YQDD5QQ

pith:2024:3YQDD5QQNGM6NLZFV2RPLQMMTK

not attested not anchored not stored refs pending

Fixing Function-Level Code Generation Errors for Foundation Large Language Models

Chao Liu, Hao Wen, Meng Yan, Weiwei Du, Xiaoxue Ren, Yueheng Zhu

arxiv:2409.00676 v2 · 2024-09-01 · 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{3YQDD5QQNGM6NLZFV2RPLQMMTK}

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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

BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice

Receipt and verification

First computed	2026-07-05T10:02:24.231257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de2031f6106999e6af25aea2f5c18c9a9ab8ae401fe8df17bc47044a66142363

Aliases

arxiv: 2409.00676 · arxiv_version: 2409.00676v2 · doi: 10.48550/arxiv.2409.00676 · pith_short_12: 3YQDD5QQNGM6 · pith_short_16: 3YQDD5QQNGM6NLZF · pith_short_8: 3YQDD5QQ

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/3YQDD5QQNGM6NLZFV2RPLQMMTK \
  | 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: de2031f6106999e6af25aea2f5c18c9a9ab8ae401fe8df17bc47044a66142363

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5eb7bdbb25d34ec0cb717de82c6bf55054bf4bd48ffe8addc7658b1b3a1e26dd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-01T09:40:15Z",
    "title_canon_sha256": "4a129a68ee928b3b6472c41711e38b2b79fcb8583707a92fbe678e66deb88fbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00676",
    "kind": "arxiv",
    "version": 2
  }
}