Pith Number

pith:W4WXONHP

pith:2023:W4WXONHPRTVPLRMDUDCYOPHX56

not attested not anchored not stored refs pending

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning

Can Xu, Ning Shang, Qiufeng Yin, Wenxiang Hu, Xin Zhang, Yangyu Huang, Yishujie Zhao, Zhaojian Yu

arxiv:2312.14187 v5 · 2023-12-20 · cs.CL · 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{W4WXONHPRTVPLRMDUDCYOPHX56}

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

2 papers in Pith

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Receipt and verification

First computed	2026-07-05T08:28:36.449377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b72d7734ef8ceaf5c583a0c5873cf7ef89940bb2ed8ebd307cb53c96765af9b1

Aliases

arxiv: 2312.14187 · arxiv_version: 2312.14187v5 · doi: 10.48550/arxiv.2312.14187 · pith_short_12: W4WXONHPRTVP · pith_short_16: W4WXONHPRTVPLRMD · pith_short_8: W4WXONHP

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/W4WXONHPRTVPLRMDUDCYOPHX56 \
  | 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: b72d7734ef8ceaf5c583a0c5873cf7ef89940bb2ed8ebd307cb53c96765af9b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf84f561208d77bcaf5d9e9ff0868bbdf7c4e73e9899e14a4e346f1a9f9fe884",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-20T09:02:29Z",
    "title_canon_sha256": "d72175d5c89556e9725a2cd750586b6b9c7ef85c3fc5cf14b3ecd56e999e9418"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14187",
    "kind": "arxiv",
    "version": 5
  }
}