Pith Number

pith:KWCMZ6IQ

pith:2024:KWCMZ6IQUPGBG7S56OWJS3BG5O

not attested not anchored not stored refs pending

A Large Language Model Approach to Identify Flakiness in C++ Projects

Daniel St{\aa}hl, Kristian Sandahl, Xin Sun

arxiv:2412.12340 v2 · 2024-12-16 · 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{KWCMZ6IQUPGBG7S56OWJS3BG5O}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T11:16:53.216147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5584ccf910a3cc137e5df3ac996c26eba184a5acce90ee4ddc7f7fa6b0b10bd7

Aliases

arxiv: 2412.12340 · arxiv_version: 2412.12340v2 · doi: 10.48550/arxiv.2412.12340 · pith_short_12: KWCMZ6IQUPGB · pith_short_16: KWCMZ6IQUPGBG7S5 · pith_short_8: KWCMZ6IQ

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/KWCMZ6IQUPGBG7S56OWJS3BG5O \
  | 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: 5584ccf910a3cc137e5df3ac996c26eba184a5acce90ee4ddc7f7fa6b0b10bd7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c26a1b503bb08c43c89cdafba42a25aba35de59c84f16fa0606dd0576fe61aa7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-16T20:20:45Z",
    "title_canon_sha256": "82b6a8ae40499777e7de4d5a0dc822c3cc4e7fbd82f749f45db78c546e4d3f44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12340",
    "kind": "arxiv",
    "version": 2
  }
}