Pith Number

pith:HRYFARTC

pith:2023:HRYFARTCHAJINCEUMTE44AF3LR

not attested not anchored not stored refs pending

Data-centric Artificial Intelligence: A Survey

Daochen Zha, Fan Yang, Kwei-Herng Lai, Shaochen Zhong, Xia Hu, Zaid Pervaiz Bhat, Zhimeng Jiang

arxiv:2303.10158 v3 · 2023-03-17 · cs.LG · cs.AI · cs.DB

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HRYFARTCHAJINCEUMTE44AF3LR}

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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

10 papers in Pith

DataClaw0: Agentic Tailoring Multimodal Data from Raw Streams

Trustworthy Self-Composable Big-Data-as-a-Service: An LLM-Orchestrated Multi-Agent Framework for Automated Data Engineering, AutoML, MLOps Deployment, and Drift-Aware Lifecycle Optimization

iSAGE: A Human-in-the-Loop Framework for Remote Sensing Semantic Segmentation via Sparse Point Supervision

"Skill Issues'': Data-Centric Optimization of Lakehouse Agents

An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification

Receipt and verification

First computed	2026-07-05T06:19:19.130574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c70504662381286889464c9ce00bb5c63ea6b2b34aade1a46bbfa1a5cd9b4ea

Aliases

arxiv: 2303.10158 · arxiv_version: 2303.10158v3 · doi: 10.48550/arxiv.2303.10158 · pith_short_12: HRYFARTCHAJI · pith_short_16: HRYFARTCHAJINCEU · pith_short_8: HRYFARTC

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/HRYFARTCHAJINCEUMTE44AF3LR \
  | 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: 3c70504662381286889464c9ce00bb5c63ea6b2b34aade1a46bbfa1a5cd9b4ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a271aada0ad58ab48735863c593d8d6cf96cd5cee0d42bdf76d6410b2b9692f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-17T17:44:56Z",
    "title_canon_sha256": "4ee02bce81b0df439ff132df3552673b1ec2a80a97082ad445a26c195f22748e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.10158",
    "kind": "arxiv",
    "version": 3
  }
}