Pith Number

pith:2ABHYOSW

pith:2023:2ABHYOSWZ5DDLPO4MDVEFQNOPV

not attested not anchored not stored refs pending

Democratize with Care: The need for fairness specific features in user-interface based open source AutoML tools

Sundaraparipurnan Narayanan

arxiv:2312.12460 v1 · 2023-12-16 · cs.HC · cs.CY · 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{2ABHYOSWZ5DDLPO4MDVEFQNOPV}

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	2026-07-05T07:26:21.288735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0027c3a56cf4635bddc60ea42c1ae7d521f56312eb5c75b2346c04f17a9eb79

Aliases

arxiv: 2312.12460 · arxiv_version: 2312.12460v1 · doi: 10.48550/arxiv.2312.12460 · pith_short_12: 2ABHYOSWZ5DD · pith_short_16: 2ABHYOSWZ5DDLPO4 · pith_short_8: 2ABHYOSW

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/2ABHYOSWZ5DDLPO4MDVEFQNOPV \
  | 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: d0027c3a56cf4635bddc60ea42c1ae7d521f56312eb5c75b2346c04f17a9eb79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcfd6bbbba2e3aab560df01809691cbcab83eb9d8049b8ddd4da8a2845bf20b3",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-12-16T19:54:00Z",
    "title_canon_sha256": "911c0094c5e0ee5d912966cdebe3a47b39b503875c3621e8e83a7496cef72a1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12460",
    "kind": "arxiv",
    "version": 1
  }
}