Pith Number

pith:SEIMDY3O

pith:2020:SEIMDY3OUOJWK32GSOPGBKYCOW

not attested not anchored not stored refs pending

How do Data Science Workers Collaborate? Roles, Workflows, and Tools

Amy X. Zhang, Dakuo Wang, Michael Muller

arxiv:2001.06684 v3 · 2020-01-18 · cs.HC · cs.AI · cs.LG · cs.SE · 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{SEIMDY3OUOJWK32GSOPGBKYCOW}

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.

Cited by

1 paper in Pith

Characterizing Data Scientists in the Real World

Receipt and verification

First computed	2026-07-05T00:55:30.387922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9110c1e36ea393656f46939e60ab0275940018b689b969feb4f6ec45fee77204

Aliases

arxiv: 2001.06684 · arxiv_version: 2001.06684v3 · doi: 10.48550/arxiv.2001.06684 · pith_short_12: SEIMDY3OUOJW · pith_short_16: SEIMDY3OUOJWK32G · pith_short_8: SEIMDY3O

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/SEIMDY3OUOJWK32GSOPGBKYCOW \
  | 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: 9110c1e36ea393656f46939e60ab0275940018b689b969feb4f6ec45fee77204

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15f5409022ecaf54657864100f07275ac69264b5e52f956eba4672f98385b46a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2020-01-18T15:11:56Z",
    "title_canon_sha256": "91ad99676d729865725127b6de5adef7e9374a4f49d55b23b317457e475d4a5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.06684",
    "kind": "arxiv",
    "version": 3
  }
}