Pith Number

pith:ZEPAUJ2R

pith:2023:ZEPAUJ2RLIVG2IWBA3U3ARPS34

not attested not anchored not stored refs pending

Learning Evaluation Models from Large Language Models for Sequence Generation

Chenglong Wang, Chunliang Zhang, Hang Zhou, Jingbo Zhu, Kaiyan Chang, Quan Du, Tongran Liu, Tong Xiao, Yue Zhang

arxiv:2308.04386 v3 · 2023-08-08 · 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{ZEPAUJ2RLIVG2IWBA3U3ARPS34}

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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

Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models

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

Receipt and verification

First computed	2026-07-05T11:27:17.388012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c91e0a27515a2a6d22c106e9b045f2df39d030129a449561603cfae13b897c88

Aliases

arxiv: 2308.04386 · arxiv_version: 2308.04386v3 · doi: 10.48550/arxiv.2308.04386 · pith_short_12: ZEPAUJ2RLIVG · pith_short_16: ZEPAUJ2RLIVG2IWB · pith_short_8: ZEPAUJ2R

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/ZEPAUJ2RLIVG2IWBA3U3ARPS34 \
  | 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: c91e0a27515a2a6d22c106e9b045f2df39d030129a449561603cfae13b897c88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3063fb45b4b9015452c22c1f8db16fe407e2d8225b87af6383f3f88e929626d8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-08T16:41:16Z",
    "title_canon_sha256": "2ece5d1de36985b4aa16656503425a506605815e546947ef71d93c51f9c69d76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.04386",
    "kind": "arxiv",
    "version": 3
  }
}