Pith Number

pith:6HN5N2YK

pith:2024:6HN5N2YKKBATFWZM4B265M2LOY

not attested not anchored not stored refs pending

Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design

April Yi Wang, Dakuo Wang, Qian Zhu, Shuai Ma, Udayan Khurana, Xiaojuan Ma, Zixin Chen

arxiv:2405.14107 v1 · 2024-05-23 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6HN5N2YKKBATFWZM4B265M2LOY}

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	2026-07-05T08:22:10.367430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1dbd6eb0a504132db2ce075eeb34b7615ddf12120b99e43581744daed2bd63f

Aliases

arxiv: 2405.14107 · arxiv_version: 2405.14107v1 · doi: 10.48550/arxiv.2405.14107 · pith_short_12: 6HN5N2YKKBAT · pith_short_16: 6HN5N2YKKBATFWZM · pith_short_8: 6HN5N2YK

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/6HN5N2YKKBATFWZM4B265M2LOY \
  | 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: f1dbd6eb0a504132db2ce075eeb34b7615ddf12120b99e43581744daed2bd63f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86e1baf9311ae0f957627ba7736bbcd826c6f154d960289431592cb1502fb13d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-05-23T02:26:14Z",
    "title_canon_sha256": "f9a4f5e1423b152b6ca652a1a7d78fd32d975a1300f1de090a9e950ab9098412"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14107",
    "kind": "arxiv",
    "version": 1
  }
}