Pith Number

pith:GPUYBV6A

pith:2024:GPUYBV6ARLT7ZPR6B4VCXJWKBT

not attested not anchored not stored refs pending

Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation

Qingyuan Cheng, Qin Zhu, Runyu Peng, Ru Peng, Tengxiao Liu, Xiaonan Li, Xipeng Qiu, Xuanjing Huang

arxiv:2406.13990 v2 · 2024-06-20 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GPUYBV6ARLT7ZPR6B4VCXJWKBT}

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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

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications

Receipt and verification

First computed	2026-07-05T08:35:48.258053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33e980d7c08ae7fcbe3e0f2a2ba6ca0cc2aba0bc3050dd42959976ea31b827bc

Aliases

arxiv: 2406.13990 · arxiv_version: 2406.13990v2 · doi: 10.48550/arxiv.2406.13990 · pith_short_12: GPUYBV6ARLT7 · pith_short_16: GPUYBV6ARLT7ZPR6 · pith_short_8: GPUYBV6A

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/GPUYBV6ARLT7ZPR6B4VCXJWKBT \
  | 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: 33e980d7c08ae7fcbe3e0f2a2ba6ca0cc2aba0bc3050dd42959976ea31b827bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08d2818312adfd726ae2d3e81547387cc12c62a932d5eba362d67f073a0c6d89",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-20T04:35:59Z",
    "title_canon_sha256": "c7c95a5ce927977a0ab36b21bd4ebbd654cf62eddb1d05494ed4002b33cad479"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13990",
    "kind": "arxiv",
    "version": 2
  }
}