Pith Number

pith:3ALB7XMR

pith:2023:3ALB7XMRWXIPXE5NE7YOTENQ3S

not attested not anchored not stored refs pending

Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks

Leyang Cui, Lingpeng Kong, Qintong Li, Wei Bi

arxiv:2310.19740 v2 · 2023-10-30 · 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{3ALB7XMRWXIPXE5NE7YOTENQ3S}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T10:02:21.708159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8161fdd91b5d0fb93ad27f0e991b0dc9d30c5c3a88c83d8e70abd5924b50732

Aliases

arxiv: 2310.19740 · arxiv_version: 2310.19740v2 · doi: 10.48550/arxiv.2310.19740 · pith_short_12: 3ALB7XMRWXIP · pith_short_16: 3ALB7XMRWXIPXE5N · pith_short_8: 3ALB7XMR

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/3ALB7XMRWXIPXE5NE7YOTENQ3S \
  | 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: d8161fdd91b5d0fb93ad27f0e991b0dc9d30c5c3a88c83d8e70abd5924b50732

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ec54b336a01a0b7694b39f6c09402f5cf0b092de5e3c7154b60b16c9fe2bb47",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-30T17:04:35Z",
    "title_canon_sha256": "ad921c7c2e23938c7cd59e57acdad2373fb9848fa649e28accfee761e3370b1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19740",
    "kind": "arxiv",
    "version": 2
  }
}