Pith Number

pith:ZS7WZ6NS

pith:2023:ZS7WZ6NSEOSE32GVGPJYBM7SR4

not attested not anchored not stored refs pending

Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks

Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg

arxiv:2305.10160 v2 · 2023-05-17 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZS7WZ6NSEOSE32GVGPJYBM7SR4}

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.

Cited by

5 papers in Pith

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

Measuring Progress Toward AGI: A Cognitive Framework

How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive

Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack

Receipt and verification

First computed	2026-07-05T07:02:01.770369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccbf6cf9b223a44de8d533d380b3f28f3357533f5d03dfb81c51aeb1f5fd8765

Aliases

arxiv: 2305.10160 · arxiv_version: 2305.10160v2 · doi: 10.48550/arxiv.2305.10160 · pith_short_12: ZS7WZ6NSEOSE · pith_short_16: ZS7WZ6NSEOSE32GV · pith_short_8: ZS7WZ6NS

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/ZS7WZ6NSEOSE32GVGPJYBM7SR4 \
  | 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: ccbf6cf9b223a44de8d533d380b3f28f3357533f5d03dfb81c51aeb1f5fd8765

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d9d2902b34b76e7a3da92ee93a4921d4f762cef8f57fd0c5fb083ac62758649",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-17T12:23:38Z",
    "title_canon_sha256": "939bf22f924d81940f9b9bc4243b18a75abe74c83533c294a47f74968184c2dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10160",
    "kind": "arxiv",
    "version": 2
  }
}