Pith Number

pith:NCQWJWKQ

pith:2024:NCQWJWKQVYF4KNFKFFWJIQENHE

not attested not anchored not stored refs pending

Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing

Ge Li, Hongyi Lin, Jingwen Wu, Linhao Wu, Pengyu Xue, Shuo Liu, Xinyi Li, Yan Xiao, Zhen Yang, Zhi Jin, Zhongxing Yu

arxiv:2410.07516 v2 · 2024-10-10 · 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{NCQWJWKQVYF4KNFKFFWJIQENHE}

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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

2 papers in Pith

Bidirectional Empowerment of Metamorphic Testing and Large Language Models: A Systematic Survey

DebugRepair: Enhancing LLM-Based Automated Program Repair via Self-Directed Debugging

Receipt and verification

First computed	2026-07-05T10:27:17.037450Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68a164d950ae0bc534aa296c94408d39308d5ba44eac9ff1ed0190994574bd13

Aliases

arxiv: 2410.07516 · arxiv_version: 2410.07516v2 · doi: 10.48550/arxiv.2410.07516 · pith_short_12: NCQWJWKQVYF4 · pith_short_16: NCQWJWKQVYF4KNFK · pith_short_8: NCQWJWKQ

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/NCQWJWKQVYF4KNFKFFWJIQENHE \
  | 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: 68a164d950ae0bc534aa296c94408d39308d5ba44eac9ff1ed0190994574bd13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d62a1397630678f753c08edb8c38fa370b25807e0d5099e97ca85b8a83e28551",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-10T01:14:58Z",
    "title_canon_sha256": "dd841a52c153feb62f0f26e4daa750087f7607486c5fa4e4cca4be8e05f7b192"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07516",
    "kind": "arxiv",
    "version": 2
  }
}