Pith Number

pith:D6JBUBQ2

pith:2022:D6JBUBQ2HLLMXJ37HFWLG2NXR3

not attested not anchored not stored refs pending

STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison

Pranshu Suri, Robert Zhang, Ryan J. Urbanowicz, Yuhan Cui

arxiv:2206.12002 v1 · 2022-06-23 · cs.LG · cs.DC · cs.DS · q-bio.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D6JBUBQ2HLLMXJ37HFWLG2NXR3}

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	2026-07-05T04:34:31.894108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f921a061a3ad6cba77f396cb369b78ec9414e4db7e17d689cad981a9d3e10f2

Aliases

arxiv: 2206.12002 · arxiv_version: 2206.12002v1 · doi: 10.48550/arxiv.2206.12002 · pith_short_12: D6JBUBQ2HLLM · pith_short_16: D6JBUBQ2HLLMXJ37 · pith_short_8: D6JBUBQ2

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/D6JBUBQ2HLLMXJ37HFWLG2NXR3 \
  | 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: 1f921a061a3ad6cba77f396cb369b78ec9414e4db7e17d689cad981a9d3e10f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "014739ab0fb015e2c3c812c4f602edc56aad4d82dc77b9020dc3318ff9b65960",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.DS",
      "q-bio.GN"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-23T22:40:58Z",
    "title_canon_sha256": "7db4cccd3faa0c5aa9d9c109d1ef488cda310d9f19a016a428211caaf8ca48ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.12002",
    "kind": "arxiv",
    "version": 1
  }
}