Pith Number

pith:MSDRLNLH

pith:2026:MSDRLNLHLPN4E74KDL452IR2IL

not attested not anchored not stored refs pending

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data

Chia-Yuan Chang, Fariha Kabir Torsha, Guanchu Wang, Hoang Anh Duy Le, Kaituo Zhang, Mingzhi Hu, Minh Khai Bui, Na Zou, Ying Lin, Yu-Neng Chuang, Zhen Xiong, Zhimeng Jiang

arxiv:2601.17717 v3 · 2026-01-25 · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MSDRLNLHLPN4E74KDL452IR2IL}

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

1 paper in Pith

LLM-Driven Performance-Space Augmentation for Meta-Learning-Based Algorithm Selection

Receipt and verification

First computed	2026-06-11T01:09:27.450032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

648715b5675bdbc27f8a1af9dd223a42df9f4941c9edf80db2e8a2ffc02afd81

Aliases

arxiv: 2601.17717 · arxiv_version: 2601.17717v3 · doi: 10.48550/arxiv.2601.17717 · pith_short_12: MSDRLNLHLPN4 · pith_short_16: MSDRLNLHLPN4E74K · pith_short_8: MSDRLNLH

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/MSDRLNLHLPN4E74KDL452IR2IL \
  | 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: 648715b5675bdbc27f8a1af9dd223a42df9f4941c9edf80db2e8a2ffc02afd81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45a271ea240dd88c6b2a7e5353c08e2904a264e8be25a6102615037092c41ab2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-01-25T06:40:25Z",
    "title_canon_sha256": "0f46df01253da497ed7bf2b9938b84d557f29cdc0e21f127ff5f2e38d4b09974"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.17717",
    "kind": "arxiv",
    "version": 3
  }
}