Pith Number

pith:JKGY2XK5

pith:2023:JKGY2XK5BYD3N76JSO6NHDMRZL

not attested not anchored not stored refs pending

A Prompt Learning Framework for Source Code Summarization

Chong Wang, Chunrong Fang, Hanwei Qian, Jian Zhang, Tingting Xu, Weisong Sun, Xia Feng, Yang Liu, Yun Miao, Zhenpeng Chen, Zhenyu Chen

arxiv:2312.16066 v2 · 2023-12-26 · 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{JKGY2XK5BYD3N76JSO6NHDMRZL}

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

Prompt-Driven Code Summarization: A Systematic Literature Review

Receipt and verification

First computed	2026-07-05T09:45:42.808165Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a8d8d5d5d0e07b6ffc993bcd38d91cac5db6fa5d5889d18c9d51f8d53fffb2d

Aliases

arxiv: 2312.16066 · arxiv_version: 2312.16066v2 · doi: 10.48550/arxiv.2312.16066 · pith_short_12: JKGY2XK5BYD3 · pith_short_16: JKGY2XK5BYD3N76J · pith_short_8: JKGY2XK5

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/JKGY2XK5BYD3N76JSO6NHDMRZL \
  | 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: 4a8d8d5d5d0e07b6ffc993bcd38d91cac5db6fa5d5889d18c9d51f8d53fffb2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3425badb3d8c45712ddfa2f4df0e623256cb5039cb428508a10c3e6ad8f0567d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-12-26T14:37:55Z",
    "title_canon_sha256": "abc86c7d76eb48de65080f503442c7eb932fc25a211703ca994dd6facb92ddb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16066",
    "kind": "arxiv",
    "version": 2
  }
}