Pith Number

pith:KZ2TQHOQ

pith:2023:KZ2TQHOQC23JOZZCU7SA66SBUQ

not attested not anchored not stored refs pending

DMLR: Data-centric Machine Learning Research -- Past, Present and Future

Adji Bousso Dieng, Ahmed Alaa, Alicia Parrish, Bernard Koch, Bojan Karla\v{s}, Braden Hancock, Ce Zhang, Cody Coleman, Curtis G Northcutt, Danilo Brajovic, Debojyoti Dutta, Girmaw Abebe Tadesse, Isabelle Guyon, James Zou, Joaquin Vanschoren, Kurt Bollacker, Lilith Bat-Leah, Lora Aroyo, Luis Oala, Manil Maskey, Matthew Lease, Max Bartolo, Meg Risdal, Michael W. Mahoney, Mihaela van der Schaar, Natasha Noy, Nezihe Merve G\"urel, Peter Mattson, Praveen Paritosh, Rainier Aliment, Rotem Dror, Ryan Hileman, Tzu-Sheng Kuo, Vijay Janapa Reddi, William A Gaviria Rojas, Wojciech Samek, Xiaozhe Yao, Yang Liu

arxiv:2311.13028 v2 · 2023-11-21 · cs.LG · cs.AI · cs.DC · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KZ2TQHOQC23JOZZCU7SA66SBUQ}

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.

Receipt and verification

First computed	2026-07-05T08:25:51.039614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5675381dd016b6976722a7e40f7a41a40d41233f1428a746d991c758fc65ec35

Aliases

arxiv: 2311.13028 · arxiv_version: 2311.13028v2 · doi: 10.48550/arxiv.2311.13028 · pith_short_12: KZ2TQHOQC23J · pith_short_16: KZ2TQHOQC23JOZZC · pith_short_8: KZ2TQHOQ

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/KZ2TQHOQC23JOZZCU7SA66SBUQ \
  | 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: 5675381dd016b6976722a7e40f7a41a40d41233f1428a746d991c758fc65ec35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "909b754dcb8a1ce87f4c388884b207965d85c4ff25b072135d80685c139e9a5e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-21T22:29:25Z",
    "title_canon_sha256": "2243f1b218b3be780a3117ed8b81ef0aa3dbd576bf4769514f53ebeb89b4bb6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13028",
    "kind": "arxiv",
    "version": 2
  }
}