Pith Number

pith:3Q2D2O5E

pith:2024:3Q2D2O5EBVXQLNSCXAQUD7OV74

not attested not anchored not stored refs pending

Improving Model Factuality with Fine-grained Critique-based Evaluator

Arya Talebzadeh, Carolyn Rose, Daniel Fried, Di Jin, Han Fang, Hejia Zhang, Pradyot Prakash, Quintin Fettes, Sinong Wang, Wenxuan Zhou, Yiqing Xie, Yuning Mao

arxiv:2410.18359 v3 · 2024-10-24 · 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{3Q2D2O5EBVXQLNSCXAQUD7OV74}

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

2 papers in Pith

A Survey on LLM-as-a-Judge

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

Receipt and verification

First computed	2026-07-05T11:13:14.761838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc343d3ba40d6f05b642b82141fdd5ff183496bba09e0809ac627bf20a16ff6c

Aliases

arxiv: 2410.18359 · arxiv_version: 2410.18359v3 · doi: 10.48550/arxiv.2410.18359 · pith_short_12: 3Q2D2O5EBVXQ · pith_short_16: 3Q2D2O5EBVXQLNSC · pith_short_8: 3Q2D2O5E

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/3Q2D2O5EBVXQLNSCXAQUD7OV74 \
  | 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: dc343d3ba40d6f05b642b82141fdd5ff183496bba09e0809ac627bf20a16ff6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79a96d4b4c6c5cd0b65d6995221f3c8b1f094216ac0409d355852647baf8b39c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-24T01:41:02Z",
    "title_canon_sha256": "79cb28abb07c450f15945002304a3f67e3a684325cf3c41f0cc22b88cfbe24a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18359",
    "kind": "arxiv",
    "version": 3
  }
}