Pith Number

pith:KMZSY5EV

pith:2025:KMZSY5EVFIHWH73UUWERC5SBIM

not attested not anchored not stored refs pending

Consider What Humans Consider: Optimizing Commit Message Leveraging Contexts Considered By Human

Christian Petrov, David Farag\'o, Iftekhar Ahmed, Jiawei Li

arxiv:2503.11960 v2 · 2025-03-15 · 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{KMZSY5EVFIHWH73UUWERC5SBIM}

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

CommitSuite: A Comprehensive Benchmark for Commit Classification and Message Generation

Receipt and verification

First computed	2026-07-05T10:33:09.750955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53332c74952a0f63ff74a5891176414332e80a92b8f0b7b0ba61e789f8a2bf65

Aliases

arxiv: 2503.11960 · arxiv_version: 2503.11960v2 · doi: 10.48550/arxiv.2503.11960 · pith_short_12: KMZSY5EVFIHW · pith_short_16: KMZSY5EVFIHWH73U · pith_short_8: KMZSY5EV

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/KMZSY5EVFIHWH73UUWERC5SBIM \
  | 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: 53332c74952a0f63ff74a5891176414332e80a92b8f0b7b0ba61e789f8a2bf65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce123e3a9f2f7786072449e3d1fb1db1f51f8425fb37fe1636dcb7e9aef340ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-15T02:10:02Z",
    "title_canon_sha256": "d9d5f186b58da8b8751965d748f0f180eef4063ad97a4357c705e60324204db4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11960",
    "kind": "arxiv",
    "version": 2
  }
}