Pith Number

pith:GEO464DP

pith:2024:GEO464DP64OJXJJOY55V4ZPH7I

not attested not anchored not stored refs pending

Enhancing Code Annotation Reliability: Generative AI's Role in Comment Quality Assessment Models

Durairaj Thenmozhi, Seetharam Killivalavan

arxiv:2410.22323 v1 · 2024-10-29 · 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{GEO464DP64OJXJJOY55V4ZPH7I}

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	2026-07-05T09:28:07.328125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

311dcf706ff71c9ba52ec77b5e65e7fa04793b10df61c7e3b0ee85550ccc5026

Aliases

arxiv: 2410.22323 · arxiv_version: 2410.22323v1 · doi: 10.48550/arxiv.2410.22323 · pith_short_12: GEO464DP64OJ · pith_short_16: GEO464DP64OJXJJO · pith_short_8: GEO464DP

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/GEO464DP64OJXJJOY55V4ZPH7I \
  | 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: 311dcf706ff71c9ba52ec77b5e65e7fa04793b10df61c7e3b0ee85550ccc5026

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "feea4bbb2312a66101c54877b81b94741b875f4253c6f1c025ff9d22f404da31",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-29T17:57:27Z",
    "title_canon_sha256": "3c0fe284f90175d821e3b18efb246381bd678e702ca7a7217db68787a6e0963d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22323",
    "kind": "arxiv",
    "version": 1
  }
}