Pith Number

pith:O3VINZWZ

pith:2025:O3VINZWZWXUUJY67M7S3KXTJHM

not attested not anchored not stored refs pending

Towards Advancing Code Generation with Large Language Models: A Research Roadmap

Haolin Jin, Huaming Chen, Liming Zhu, Qinghua Lu

arxiv:2501.11354 v1 · 2025-01-20 · 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{O3VINZWZWXUUJY67M7S3KXTJHM}

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

2 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

Qiskit Code Migration with LLMs

Receipt and verification

First computed	2026-07-05T10:03:07.459115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76ea86e6d9b5e944e3df67e5b55e693b3b76ccc89e1c3242157099fb75385845

Aliases

arxiv: 2501.11354 · arxiv_version: 2501.11354v1 · doi: 10.48550/arxiv.2501.11354 · pith_short_12: O3VINZWZWXUU · pith_short_16: O3VINZWZWXUUJY67 · pith_short_8: O3VINZWZ

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/O3VINZWZWXUUJY67M7S3KXTJHM \
  | 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: 76ea86e6d9b5e944e3df67e5b55e693b3b76ccc89e1c3242157099fb75385845

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "effc9af221b521e1b4957173fce76a91d334e485f82290f5426ca213ef264989",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-20T09:33:44Z",
    "title_canon_sha256": "f196a63895fbd5a2d1fb11c4f9d0c0b7d339643d9e426db889329a469cf4a179"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11354",
    "kind": "arxiv",
    "version": 1
  }
}