Pith Number

pith:RCVZSOAE

pith:2024:RCVZSOAEYJBVQB2OIIEZ4P5RF5

not attested not anchored not stored refs pending

CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation

Huacan Chai, Jizheng Chen, Kounianhua Du, Lingyue Fu, Renting Rui, Ruiming Tang, Weinan Zhang, Wei Xia, Yasheng Wang, Yong Yu

arxiv:2405.02355 v4 · 2024-05-03 · 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{RCVZSOAEYJBVQB2OIIEZ4P5RF5}

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

3 papers in Pith

A Methodology for Investigating AI Patterns Prevalence in Software Repositories

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation

Deep Graph-Language Fusion for Structure-Aware Code Generation

Receipt and verification

First computed	2026-07-05T11:04:36.977397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88ab993804c24358074e42099e3fb12f50f70965d3df9f3bd98d9f56fe175099

Aliases

arxiv: 2405.02355 · arxiv_version: 2405.02355v4 · doi: 10.48550/arxiv.2405.02355 · pith_short_12: RCVZSOAEYJBV · pith_short_16: RCVZSOAEYJBVQB2O · pith_short_8: RCVZSOAE

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/RCVZSOAEYJBVQB2OIIEZ4P5RF5 \
  | 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: 88ab993804c24358074e42099e3fb12f50f70965d3df9f3bd98d9f56fe175099

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a0920368e77dbf6d4b3449f6c55321cad9d86303f0ca60cfcc29d309efd4b9d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-05-03T02:48:55Z",
    "title_canon_sha256": "20427ec495a92a4f3b116b49e50816274937ea08e371ab96aca9a780d91a18be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02355",
    "kind": "arxiv",
    "version": 4
  }
}