Pith Number

pith:WR6TNTV5

pith:2023:WR6TNTV5PJFSDQSKN5FAMHFMS3

not attested not anchored not stored refs pending

Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT

Chunqiu Steven Xia, Lingming Zhang

arxiv:2304.00385 v2 · 2023-04-01 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WR6TNTV5PJFSDQSKN5FAMHFMS3}

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

12 papers in Pith

Efficient Skill Grounding via Code Refactoring with Small Language Models

CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging

Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs

Towards Agentic Runtime Healing

Baba in Wonderland: Online Self-Supervised Dynamics Discovery for Executable World Models

Receipt and verification

First computed	2026-07-05T09:46:41.467305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b47d36cebd7a4b21c24a6f4a061cac96d8b1f09534e95c55532fd59165b19b6f

Aliases

arxiv: 2304.00385 · arxiv_version: 2304.00385v2 · doi: 10.48550/arxiv.2304.00385 · pith_short_12: WR6TNTV5PJFS · pith_short_16: WR6TNTV5PJFSDQSK · pith_short_8: WR6TNTV5

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/WR6TNTV5PJFSDQSKN5FAMHFMS3 \
  | 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: b47d36cebd7a4b21c24a6f4a061cac96d8b1f09534e95c55532fd59165b19b6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "857195f8c8560bd321058e6115e88ab64f74b7e08da256459f23f203624cbee2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-01T20:57:33Z",
    "title_canon_sha256": "2ed3b3631da20ad43d2b49daf90b878b7c4e6fe5852f0476fc6423e46bb09b1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.00385",
    "kind": "arxiv",
    "version": 2
  }
}