Pith Number

pith:T4JEOGSX

pith:2020:T4JEOGSXXV6YLCTV6BTOPKL7ZA

not attested not anchored not stored refs pending

ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data

Eunyee Koh, Fan Du, Joel Chan, Ryan A. Rossi, Sana Malik, Sungchul Kim, Tak Yeon Lee, Xin Qian

arxiv:2009.12316 v1 · 2020-09-25 · cs.IR · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T4JEOGSXXV6YLCTV6BTOPKL7ZA}

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	2026-07-05T01:38:01.371300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f12471a57bd7d858a75f066e7a97fc83e6a871ed3dba6c3bf61162f68002cb7

Aliases

arxiv: 2009.12316 · arxiv_version: 2009.12316v1 · doi: 10.48550/arxiv.2009.12316 · pith_short_12: T4JEOGSXXV6Y · pith_short_16: T4JEOGSXXV6YLCTV · pith_short_8: T4JEOGSX

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/T4JEOGSXXV6YLCTV6BTOPKL7ZA \
  | 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: 9f12471a57bd7d858a75f066e7a97fc83e6a871ed3dba6c3bf61162f68002cb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "808e1d94f30d2db24cac49ebd347a650f134239d1e65d6da52ac9b92a88c637e",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2020-09-25T16:13:29Z",
    "title_canon_sha256": "3334e60f443cea8ed025e1beebba157f50113916f871b0369e9c24289dee8ea6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.12316",
    "kind": "arxiv",
    "version": 1
  }
}