Pith Number

pith:UWK3FY6B

pith:2025:UWK3FY6BR5G54QO55W2YCJSD7Y

not attested not anchored not stored refs pending

Right Answer, Wrong Score: Uncovering the Inconsistencies of LLM Evaluation in Multiple-Choice Question Answering

Alessandro Scir\`e, Francesco Maria Molfese, Luca Gioffr\'e, Luca Moroni, Roberto Navigli, Simone Conia

arxiv:2503.14996 v2 · 2025-03-19 · 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{UWK3FY6BR5G54QO55W2YCJSD7Y}

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

1 paper in Pith

Improving LLM First-Token Predictions in Multiple-Choice Question Answering via Output Prefilling

Receipt and verification

First computed	2026-07-05T11:17:43.630221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a595b2e3c18f4dde41ddedb5812643fe1a6dc1d6cae291cc00db273d9b766568

Aliases

arxiv: 2503.14996 · arxiv_version: 2503.14996v2 · doi: 10.48550/arxiv.2503.14996 · pith_short_12: UWK3FY6BR5G5 · pith_short_16: UWK3FY6BR5G54QO5 · pith_short_8: UWK3FY6B

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/UWK3FY6BR5G54QO55W2YCJSD7Y \
  | 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: a595b2e3c18f4dde41ddedb5812643fe1a6dc1d6cae291cc00db273d9b766568

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "defdc21c9e6c01a2f4088ba6ccee9af545acd1d0dcc95e0bf52d72c710dc045f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-19T08:45:03Z",
    "title_canon_sha256": "8d5c700489299d646c47dcb3fb2a63a7274550c0ec9e5a1c282f398ec030ff4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14996",
    "kind": "arxiv",
    "version": 2
  }
}