Pith Number

pith:V6OKL53E

pith:2023:V6OKL53EGSBQ4ZMVLTRP3EVFJR

not attested not anchored not stored refs pending

A study on Prompt Design, Advantages and Limitations of ChatGPT for Deep Learning Program Repair

Jialun Cao, Meiziniu Li, Ming Wen, Shing-Chi Cheung

arxiv:2304.08191 v1 · 2023-04-17 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V6OKL53EGSBQ4ZMVLTRP3EVFJR}

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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

Improving MPI Error Detection and Repair with Large Language Models and Bug References

Receipt and verification

First computed	2026-07-05T06:01:40.485301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af9ca5f76434830e65955ce2fd92a54c6cd0bcf34291167942f84260ea3ffedd

Aliases

arxiv: 2304.08191 · arxiv_version: 2304.08191v1 · doi: 10.48550/arxiv.2304.08191 · pith_short_12: V6OKL53EGSBQ · pith_short_16: V6OKL53EGSBQ4ZMV · pith_short_8: V6OKL53E

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/V6OKL53EGSBQ4ZMVLTRP3EVFJR \
  | 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: af9ca5f76434830e65955ce2fd92a54c6cd0bcf34291167942f84260ea3ffedd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f09a68f3d39de633017660e92f72f0a859a74a38fa9aed14a5b1cf3107fdda7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-17T12:04:17Z",
    "title_canon_sha256": "f0785728d91a6d0cb572564ec3e7aecf539a66536e6d1bac264778a10a499c9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.08191",
    "kind": "arxiv",
    "version": 1
  }
}