Pith. sign in
Pith Number

pith:V6QNSXTN

pith:2025:V6QNSXTNHZGUQ3SAX7XEB2PXYW
not attested not anchored not stored refs pending

Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM Evaluation

Alfan Farizki Wicaksono, Fajri Koto, Muhammad Dehan Al Kautsar, Naila Shafirni Hidayat

arxiv:2505.24263 v1 · 2025-05-30 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V6QNSXTNHZGUQ3SAX7XEB2PXYW}

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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 2026-07-05T11:12:45.443483Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

afa0d95e6d3e4d486e40bfee40e9f7c5a0fd73e1a8e9726beb06bbc341a407e5

Aliases

arxiv: 2505.24263 · arxiv_version: 2505.24263v1 · doi: 10.48550/arxiv.2505.24263 · pith_short_12: V6QNSXTNHZGU · pith_short_16: V6QNSXTNHZGUQ3SA · pith_short_8: V6QNSXTN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V6QNSXTNHZGUQ3SAX7XEB2PXYW \
  | 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: afa0d95e6d3e4d486e40bfee40e9f7c5a0fd73e1a8e9726beb06bbc341a407e5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f01bcfc9bc118d12f56b2048a2603a99e6e94dead7d9d44c09facd8f09404b79",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-30T06:37:39Z",
    "title_canon_sha256": "e1772558709eb319c31f4db4ad2ae01ae7e5c5803a5e1c7a8d4513ebe089b5d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24263",
    "kind": "arxiv",
    "version": 1
  }
}