Pith Number

pith:MG5JSCZ2

pith:2024:MG5JSCZ2NLHYV2ZB463LBAGF2B

not attested not anchored not stored refs pending

Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion?

Binhua Li, Fei Huang, Han Liu, Rongyu Cao, Yingwei Ma, Yongbin Li, Yongchang Cao, Zhenyu Pan

arxiv:2410.01353 v3 · 2024-10-02 · 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{MG5JSCZ2NLHYV2ZB463LBAGF2B}

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

Leveraging BART to Assess CS1 C++ Programming Assignments using Rubric-based Criteria

Receipt and verification

First computed	2026-07-05T09:25:01.760899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61ba990b3a6acf8aeb21e7b6b080c5d0682bd0d04b70d81c4acce5e9fc108633

Aliases

arxiv: 2410.01353 · arxiv_version: 2410.01353v3 · doi: 10.48550/arxiv.2410.01353 · pith_short_12: MG5JSCZ2NLHY · pith_short_16: MG5JSCZ2NLHYV2ZB · pith_short_8: MG5JSCZ2

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/MG5JSCZ2NLHYV2ZB463LBAGF2B \
  | 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: 61ba990b3a6acf8aeb21e7b6b080c5d0682bd0d04b70d81c4acce5e9fc108633

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d98a53bc0c6b09ecf104f74e3aabda42540372700a602ca3750b924bff50c944",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-02T09:11:10Z",
    "title_canon_sha256": "e789c0278d1b9fbec0a46766ea5ba560fc879556905e24f32cc3ccd32cfed18a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01353",
    "kind": "arxiv",
    "version": 3
  }
}