Pith Number

pith:PU4AENNZ

pith:2024:PU4AENNZFF6XNJ363F2IKB6AFX

not attested not anchored not stored refs pending

Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering

Kang Yang, Shangwen Wang, Tanghaoran Zhang, Xinjun Mao, Yao Lu, Yue Yu, Yuxin Zhao, Zhang Zhang

arxiv:2411.15501 v1 · 2024-11-23 · cs.SE · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PU4AENNZFF6XNJ363F2IKB6AFX}

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

Can LLMs Replace Humans During Code Chunking?

Receipt and verification

First computed	2026-07-05T09:39:35.990998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d380235b9297d76a77ed9748507c02dd7702983533f7c0775b96441a09fcb2f

Aliases

arxiv: 2411.15501 · arxiv_version: 2411.15501v1 · doi: 10.48550/arxiv.2411.15501 · pith_short_12: PU4AENNZFF6X · pith_short_16: PU4AENNZFF6XNJ36 · pith_short_8: PU4AENNZ

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/PU4AENNZFF6XNJ363F2IKB6AFX \
  | 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: 7d380235b9297d76a77ed9748507c02dd7702983533f7c0775b96441a09fcb2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5748c97c6a6bcdee447544ceb984c69fbd467135f6787ae95e6115f5a81ddb2f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-23T09:40:36Z",
    "title_canon_sha256": "a378956ed1fcdc5bc1e7513799ccab523d534b61c9011456142610deea681158"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15501",
    "kind": "arxiv",
    "version": 1
  }
}