Pith Number

pith:LQJWLGNI

pith:2024:LQJWLGNIZOFCVQ3FGQFPM5M7BA

not attested not anchored not stored refs pending

Are Expert-Level Language Models Expert-Level Annotators?

Chung-Chi Chen, Hsin-Hsi Chen, Wei-Lin Chen, Yu-Min Tseng

arxiv:2410.03254 v1 · 2024-10-04 · 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{LQJWLGNIZOFCVQ3FGQFPM5M7BA}

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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

2 papers in Pith

Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Receipt and verification

First computed	2026-07-05T09:15:46.819107Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c136599a8cb8a2ac365340af6759f0800c7f62aac326869023c9b2f381278a9

Aliases

arxiv: 2410.03254 · arxiv_version: 2410.03254v1 · doi: 10.48550/arxiv.2410.03254 · pith_short_12: LQJWLGNIZOFC · pith_short_16: LQJWLGNIZOFCVQ3F · pith_short_8: LQJWLGNI

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/LQJWLGNIZOFCVQ3FGQFPM5M7BA \
  | 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: 5c136599a8cb8a2ac365340af6759f0800c7f62aac326869023c9b2f381278a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91d8a0ad8ffc9c1046c07555bee9a3fdf986205a28e204cbac960ed107c9d390",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-04T09:17:09Z",
    "title_canon_sha256": "e96fa0aabb1a07588d476b3a80f15707b3210b0593b973521553028e2ed3d701"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03254",
    "kind": "arxiv",
    "version": 1
  }
}