Pith Number

pith:HY4JOTAW

pith:2017:HY4JOTAW2X2XDJXXTNUTHA5EIT

not attested not anchored not stored refs pending

Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline

Chao Huang, Keith Feldman, Louis Faust, Nitesh V. Chawla, Xian Wu

arxiv:1706.01513 v2 · 2017-06-01 · cs.CY · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HY4JOTAW2X2XDJXXTNUTHA5EIT}

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	2026-05-18T00:25:04.156947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e38974c16d5f571a6f79b693383a444ebd743ca867864d1f0518e8e15aa99b5

Aliases

arxiv: 1706.01513 · arxiv_version: 1706.01513v2 · doi: 10.48550/arxiv.1706.01513 · pith_short_12: HY4JOTAW2X2X · pith_short_16: HY4JOTAW2X2XDJXX · pith_short_8: HY4JOTAW

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/HY4JOTAW2X2XDJXXTNUTHA5EIT \
  | 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: 3e38974c16d5f571a6f79b693383a444ebd743ca867864d1f0518e8e15aa99b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8be306a870eff2800b72788eb58c589f67239ead000d7f62b81f7d29b265ba1a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2017-06-01T20:34:41Z",
    "title_canon_sha256": "7a48d69f7974289f5e48a5e61d97b2f86f3fb308e8d38f5897e5392db45c8e7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.01513",
    "kind": "arxiv",
    "version": 2
  }
}