The reviewed record of science sign in
Pith
Pith Number

pith:JKUCEWZN

pith:2019:JKUCEWZNPSDQYRVS5JC6EMLXDS
not attested not anchored not stored refs pending

Data Science through the looking glass and what we found there

Avrilia Floratou, Bojan Karlas, Carlo Curino, Ce Zhang, Fotis Psallidas, Konstantinos Karanasos, Markus Weimer, Matteo Interlandi, Subru Krishnan, Wentao Wu, Yiwen Zhu

arxiv:1912.09536 v1 · 2019-12-19 · cs.LG · cs.DC · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JKUCEWZNPSDQYRVS5JC6EMLXDS}

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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.
Receipt and verification
First computed 2026-07-05T00:27:35.279241Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4aa8225b2d7c870c46b2ea45e231771c9ddaef5be7a55c781cdc43f9cf39ceac

Aliases

arxiv: 1912.09536 · arxiv_version: 1912.09536v1 · doi: 10.48550/arxiv.1912.09536 · pith_short_12: JKUCEWZNPSDQ · pith_short_16: JKUCEWZNPSDQYRVS · pith_short_8: JKUCEWZN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JKUCEWZNPSDQYRVS5JC6EMLXDS \
  | 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: 4aa8225b2d7c870c46b2ea45e231771c9ddaef5be7a55c781cdc43f9cf39ceac
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "361b285aa88ac00195591f7f37dba0917e599875b75f96bbdf9989049196cbb0",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-19T20:29:44Z",
    "title_canon_sha256": "eaac6ece4f4e6554a02993cea79b15a6ba06e7bb33637402d310cca9db8295bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.09536",
    "kind": "arxiv",
    "version": 1
  }
}