Pith Number

pith:5S3WQPLE

pith:2024:5S3WQPLEPXBX2ED2V33K2TBUGL

not attested not anchored not stored refs pending

Analysis on LLMs Performance for Code Summarization

Md. Ahnaf Akib, Md. Muktadir Mazumder, Salman Ahsan

arxiv:2412.17094 v2 · 2024-12-22 · 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{5S3WQPLEPXBX2ED2V33K2TBUGL}

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	2026-07-05T10:04:41.274591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecb7683d647dc37d107aaef6ad4c3432cd40b4f87b6ffcbb07a07f37137c07db

Aliases

arxiv: 2412.17094 · arxiv_version: 2412.17094v2 · doi: 10.48550/arxiv.2412.17094 · pith_short_12: 5S3WQPLEPXBX · pith_short_16: 5S3WQPLEPXBX2ED2 · pith_short_8: 5S3WQPLE

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/5S3WQPLEPXBX2ED2V33K2TBUGL \
  | 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: ecb7683d647dc37d107aaef6ad4c3432cd40b4f87b6ffcbb07a07f37137c07db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce9ceffdb2835224e2693c3db986f3cb009cbdf0748e2a5b2e7ac01fa7d23596",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-22T17:09:34Z",
    "title_canon_sha256": "356d8ec7d72b549e6056f99c423dc897a2903999406d6d8a8b5cd22a2c01ca14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17094",
    "kind": "arxiv",
    "version": 2
  }
}