Pith. sign in
Pith Number

pith:2ERRNPV6

pith:2025:2ERRNPV6L64IY2JZBLM5I4YY5T
not attested not anchored not stored refs pending

Evaluating Generated Commit Messages with Large Language Models

Bo Jiang, Hui Liu, Klaas-Jan Stol, Ningyuan Sun, Qunhong Zeng, Xingyu Mou, Yuxia Zhang, Zexiong Ma

arxiv:2507.10906 v1 · 2025-07-15 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2ERRNPV6L64IY2JZBLM5I4YY5T}

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.
Receipt and verification
First computed 2026-07-05T11:37:28.089226Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d12316bebe5fb88c69390ad9d47318ecce014693c7db8e1608f60fb4d7fe588f

Aliases

arxiv: 2507.10906 · arxiv_version: 2507.10906v1 · doi: 10.48550/arxiv.2507.10906 · pith_short_12: 2ERRNPV6L64I · pith_short_16: 2ERRNPV6L64IY2JZ · pith_short_8: 2ERRNPV6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2ERRNPV6L64IY2JZBLM5I4YY5T \
  | 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: d12316bebe5fb88c69390ad9d47318ecce014693c7db8e1608f60fb4d7fe588f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a29abdd7dff67aa23a17c665d8b108cc649c2ac5e85861d1d78a504e95107f10",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-15T01:50:20Z",
    "title_canon_sha256": "5f632b230e86188612c56565ede4cd789f14965e2320f7d249b8b1e1d7051214"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10906",
    "kind": "arxiv",
    "version": 1
  }
}