Pith Number

pith:5UHH7F2S

pith:2024:5UHH7F2SS4G5OC3SOP3WXZ4N2G

not attested not anchored not stored refs pending

LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks

Aditya K Surikuchi, Albert Gatt, Alberto Testoni, Alessandro Suglia, Alexander Koller, Andr\'e F. T. Martins, Anna Bavaresco, Barbara Plank, David Schlangen, Desmond Elliott, Ece Takmaz, Esam Ghaleb, Leonardo Bertolazzi, Mario Giulianelli, Michael Hanna, Philipp Mondorf, Raffaella Bernardi, Raquel Fern\'andez, Sandro Pezzelle, Vera Neplenbroek

arxiv:2406.18403 v3 · 2024-06-26 · 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{5UHH7F2SS4G5OC3SOP3WXZ4N2G}

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

11 papers in Pith

Marginal Alignment Does Not Guarantee Joint-Distribution Fidelity: An Official-Reference Audit of Nemotron-Personas-Korea with Cross-Locale Replication

Natural Language-Focused Software Engineering via Code-Documentation Equivalence

Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Personalized AI Practice Replicates Learning Rate Regularity at Scale

Receipt and verification

First computed	2026-07-05T11:13:56.588127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed0e7f9752970dd70b7273f76be78dd1a0302bd1640fb692da86e0ebdb103a39

Aliases

arxiv: 2406.18403 · arxiv_version: 2406.18403v3 · doi: 10.48550/arxiv.2406.18403 · pith_short_12: 5UHH7F2SS4G5 · pith_short_16: 5UHH7F2SS4G5OC3S · pith_short_8: 5UHH7F2S

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/5UHH7F2SS4G5OC3SOP3WXZ4N2G \
  | 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: ed0e7f9752970dd70b7273f76be78dd1a0302bd1640fb692da86e0ebdb103a39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6fdb8abe8782f8d0e350301a1ed31fdc97aae6e93b3d1d766b3be2ae8c37e4a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-26T14:56:13Z",
    "title_canon_sha256": "7fbf834f830fea0fcd14b0265258a361185cbcb357440656136358bb638f6e27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18403",
    "kind": "arxiv",
    "version": 3
  }
}