Pith Number

pith:ZHFIV344

pith:2024:ZHFIV3444QWIXPGIKMEJDEESXF

not attested not anchored not stored refs pending

An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models

Chenhui Cui, Chunrong Fang, Rubing Huang, Zhenyu Chen, Zixiang Xian

arxiv:2409.14644 v3 · 2024-09-23 · 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{ZHFIV3444QWIXPGIKMEJDEESXF}

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

Evaluating the Effectiveness of LLMs in Fixing Maintainability Issues in Real-World Projects

Receipt and verification

First computed	2026-07-05T11:14:49.201541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9ca8aef9ce42c8bbcc85308919092b94c764a8ea3fcfe9dfa6b0950ca2849f8

Aliases

arxiv: 2409.14644 · arxiv_version: 2409.14644v3 · doi: 10.48550/arxiv.2409.14644 · pith_short_12: ZHFIV3444QWI · pith_short_16: ZHFIV3444QWIXPGI · pith_short_8: ZHFIV344

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/ZHFIV3444QWIXPGIKMEJDEESXF \
  | 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: c9ca8aef9ce42c8bbcc85308919092b94c764a8ea3fcfe9dfa6b0950ca2849f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06032f3e3311303ce7c067da4b51403257e8104fc78a35f288c65f290d0f3bab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-23T01:03:15Z",
    "title_canon_sha256": "3fa9e30e92573e0a89fcba8dadcd542bbfb1a766bf334586199acdbb4ede5e46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.14644",
    "kind": "arxiv",
    "version": 3
  }
}