Pith Number

pith:PNHPTCMO

pith:2023:PNHPTCMOGDQ7VFOU4SMAABS6EA

not attested not anchored not stored refs pending

Don't Make Your LLM an Evaluation Benchmark Cheater

Jiawei Han, Ji-Rong Wen, Kun Zhou, Wayne Xin Zhao, Wentong Chen, Xu Chen, Yankai Lin, Yutao Zhu, Zhipeng Chen

arxiv:2311.01964 v1 · 2023-11-03 · 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{PNHPTCMOGDQ7VFOU4SMAABS6EA}

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

23 papers in Pith

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Flaws in the LLM Automation Narrative

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

Defeat Devices in AI Systems

Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation

Receipt and verification

First computed	2026-07-05T07:08:48.050422Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b4ef9898e30e1fa95d4e49800065e20240cbc0e444b5982b90d7a67ce963910

Aliases

arxiv: 2311.01964 · arxiv_version: 2311.01964v1 · doi: 10.48550/arxiv.2311.01964 · pith_short_12: PNHPTCMOGDQ7 · pith_short_16: PNHPTCMOGDQ7VFOU · pith_short_8: PNHPTCMO

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/PNHPTCMOGDQ7VFOU4SMAABS6EA \
  | 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: 7b4ef9898e30e1fa95d4e49800065e20240cbc0e444b5982b90d7a67ce963910

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee518a6f37115a8465966dbf5af2dcae55d472bacbb6ec64dfa54f7f377ab68a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-03T14:59:54Z",
    "title_canon_sha256": "b51e749f13a6ed8b8dc147dbe8f97d8d27ff1e9506bfd9db2f7708fb0985174e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01964",
    "kind": "arxiv",
    "version": 1
  }
}