Pith. sign in
Pith Number

pith:GGJ3KMXO

pith:2025:GGJ3KMXOHIFBAQKWNSAAQ35SDP
not attested not anchored not stored refs pending

SmartFL: Semantics Based Probabilistic Fault Localization

Lu Zhang, Muhan Zeng, Xin Zhang, Yingfei Xiong, Yiqian Wu, Yi Yin, Yujie Liu, Zhentao Ye

arxiv:2503.23224 v2 · 2025-03-29 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GGJ3KMXOHIFBAQKWNSAAQ35SDP}

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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.
Receipt and verification
First computed 2026-07-05T10:43:46.783093Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3193b532ee3a0a1041566c80086fb21bc386190e0c2f98ddc6b34f1449297a8e

Aliases

arxiv: 2503.23224 · arxiv_version: 2503.23224v2 · doi: 10.48550/arxiv.2503.23224 · pith_short_12: GGJ3KMXOHIFB · pith_short_16: GGJ3KMXOHIFBAQKW · pith_short_8: GGJ3KMXO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GGJ3KMXOHIFBAQKWNSAAQ35SDP \
  | 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: 3193b532ee3a0a1041566c80086fb21bc386190e0c2f98ddc6b34f1449297a8e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "870a42e7d41f3320f1ebbe2b2bdf4f6c35532092daf21f873159c0f172db2405",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-29T21:00:51Z",
    "title_canon_sha256": "d7fd9b36b83fb82a789665566bec76d67ba9be228ee5446297fd734c7867227a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.23224",
    "kind": "arxiv",
    "version": 2
  }
}