Pith Number

pith:P6QRWCKK

pith:2024:P6QRWCKKEZFVIRYIDZLZ7G42BP

not attested not anchored not stored refs pending

Can multiple-choice questions really be useful in detecting the abilities of LLMs?

Liangzhi Li, Noa Garcia, Tong Xiang, Wangyue Li, Wei Deng, Xiao Liu

arxiv:2403.17752 v3 · 2024-03-26 · 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{P6QRWCKKEZFVIRYIDZLZ7G42BP}

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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

4 papers in Pith

Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models

Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked?

BackFlush: Knowledge-Free Backdoor Detection and Elimination with Watermark Preservation in Large Language Models

Do Large Language Models Plan Answer Positions? Position Bias in Multiple-Choice Question Generation

Receipt and verification

First computed	2026-07-05T08:22:22.747115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fa11b094a264b5447081e579f9b9a0bfa4f6f69d4107595e13b1009b930fbae

Aliases

arxiv: 2403.17752 · arxiv_version: 2403.17752v3 · doi: 10.48550/arxiv.2403.17752 · pith_short_12: P6QRWCKKEZFV · pith_short_16: P6QRWCKKEZFVIRYI · pith_short_8: P6QRWCKK

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/P6QRWCKKEZFVIRYIDZLZ7G42BP \
  | 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: 7fa11b094a264b5447081e579f9b9a0bfa4f6f69d4107595e13b1009b930fbae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b219455e0836f25a898f42ebea357894705038076a0e624e8a43dabf30a4f1f0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-26T14:43:48Z",
    "title_canon_sha256": "8d2fd7c2b91ac483de2db6a460788e147d4d7278e37ea9cd02a59dd3603ad57d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.17752",
    "kind": "arxiv",
    "version": 3
  }
}