Pith Number

pith:5XIEM4PS

pith:2025:5XIEM4PSAEBB3HKLQ7A4XOZTIX

not attested not anchored not stored refs pending

CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement

Maria Dziuba, Valentin Malykh

arxiv:2505.19757 v1 · 2025-05-26 · cs.SE · cs.AI · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5XIEM4PSAEBB3HKLQ7A4XOZTIX}

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

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Receipt and verification

First computed	2026-07-05T11:09:35.724288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edd04671f201021d9d4b87c1cbbb3345e8912d3256a271fbfe011c2a9c80634f

Aliases

arxiv: 2505.19757 · arxiv_version: 2505.19757v1 · doi: 10.48550/arxiv.2505.19757 · pith_short_12: 5XIEM4PSAEBB · pith_short_16: 5XIEM4PSAEBB3HKL · pith_short_8: 5XIEM4PS

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/5XIEM4PSAEBB3HKLQ7A4XOZTIX \
  | 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: edd04671f201021d9d4b87c1cbbb3345e8912d3256a271fbfe011c2a9c80634f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e6acd199d3ae94a54e13484696259ada61306aae1f2b7e47a8605170c2baa38",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-26T09:36:57Z",
    "title_canon_sha256": "d5425fb03c0bf1ae0ff20c5f661817ce8ca964c59a43e644e9fbb8f25fada94d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19757",
    "kind": "arxiv",
    "version": 1
  }
}