Pith. sign in
Pith Number

pith:SKK2DPKJ

pith:2026:SKK2DPKJJ5RLPDPP2NLMYCBCXX
not attested not anchored not stored refs pending

How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection

Alexander Berndt, Jonathan Bell, \"Omer Oktay G\"ultekin, Sebastian Baltes, Thomas Bach

arxiv:2607.09345 v1 · 2026-07-10 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SKK2DPKJJ5RLPDPP2NLMYCBCXX}

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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 2026-07-13T01:19:04.095261Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9295a1bd494f62b78defd356cc0822bdd0919b31698393ae7ac479223148d3f4

Aliases

arxiv: 2607.09345 · arxiv_version: 2607.09345v1 · doi: 10.48550/arxiv.2607.09345 · pith_short_12: SKK2DPKJJ5RL · pith_short_16: SKK2DPKJJ5RLPDPP · pith_short_8: SKK2DPKJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SKK2DPKJJ5RLPDPP2NLMYCBCXX \
  | 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: 9295a1bd494f62b78defd356cc0822bdd0919b31698393ae7ac479223148d3f4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "175b452318ad6361e62714c5cff923e5f8ae5bd1c0ea73172844239416462690",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-10T12:24:25Z",
    "title_canon_sha256": "ec79e651b2babf3d9aa22c45f6d0124c19564f0e558690bf6c86ed2b716e96af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.09345",
    "kind": "arxiv",
    "version": 1
  }
}