Pith Number

pith:5DPLGMMV

pith:2024:5DPLGMMVQLIIFNM4MXYQKVL37O

not attested not anchored not stored refs pending

Software Fault Localization Based on Multi-objective Feature Fusion and Deep Learning

Dongcheng Li, W. Eric Wong, Xiaolei Hu, Ya Zou

arxiv:2411.17101 v1 · 2024-11-26 · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5DPLGMMVQLIIFNM4MXYQKVL37O}

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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

Efficient Black-Box Fault Localization for System-Level Test Code Using Large Language Models

Receipt and verification

First computed	2026-07-05T09:40:27.525423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8deb3319582d082b59c65f105557bfba828a80d4d64cb7c9eb72a43f3c9cd82

Aliases

arxiv: 2411.17101 · arxiv_version: 2411.17101v1 · doi: 10.48550/arxiv.2411.17101 · pith_short_12: 5DPLGMMVQLII · pith_short_16: 5DPLGMMVQLIIFNM4 · pith_short_8: 5DPLGMMV

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/5DPLGMMVQLIIFNM4MXYQKVL37O \
  | 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: e8deb3319582d082b59c65f105557bfba828a80d4d64cb7c9eb72a43f3c9cd82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dc8bfba6997e3f9f29323797bdfd766292709e3e2e075be2588740cbd716bca",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-26T04:37:32Z",
    "title_canon_sha256": "7002325eee147cc9c4a823bddc264cd49f4e5716ccc59bc951c5e823b8bbf427"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17101",
    "kind": "arxiv",
    "version": 1
  }
}