Pith Number

pith:T2VEPNDO

pith:2023:T2VEPNDO6HB5OPXASFXS2KXEGB

not attested not anchored not stored refs pending

AutoML-GPT: Large Language Model for AutoML

Bo-Wei Huang, Chun-Pai Yang, Shou-De Lin, Yu-Che Tsai, Yun-Da Tsai

arxiv:2309.01125 v1 · 2023-09-03 · 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{T2VEPNDO6HB5OPXASFXS2KXEGB}

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

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective

Receipt and verification

First computed	2026-07-05T06:47:33.061097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9eaa47b46ef1c3d73ee0916f2d2ae4305963428c1b035af0034c87a083ef054f

Aliases

arxiv: 2309.01125 · arxiv_version: 2309.01125v1 · doi: 10.48550/arxiv.2309.01125 · pith_short_12: T2VEPNDO6HB5 · pith_short_16: T2VEPNDO6HB5OPXA · pith_short_8: T2VEPNDO

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/T2VEPNDO6HB5OPXASFXS2KXEGB \
  | 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: 9eaa47b46ef1c3d73ee0916f2d2ae4305963428c1b035af0034c87a083ef054f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bb931c214277effbe5da61784b066d1ffba3f474c0865f026511a0e8d389aa1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-03T09:39:49Z",
    "title_canon_sha256": "7b28db3b2da9d108f1b3d753563cf96a81d0a17409de0e4227d3de6532cd5e7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.01125",
    "kind": "arxiv",
    "version": 1
  }
}