Pith Number

pith:Y6H3WYP5

pith:2022:Y6H3WYP5NSGWRPSKYIHLWOEN4G

not attested not anchored not stored refs pending

Fairness-aware Configuration of Machine Learning Libraries

Ashish Kumar, Ashutosh Trivedi, Gang Tan, Saeid Tizpaz-Niari

arxiv:2202.06196 v1 · 2022-02-13 · cs.SE · 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{Y6H3WYP5NSGWRPSKYIHLWOEN4G}

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	2026-07-05T03:56:35.100712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c78fbb61fd6c8d68be4ac20ebb388de19c76fc56644707a2b59faa4d4e1347f2

Aliases

arxiv: 2202.06196 · arxiv_version: 2202.06196v1 · doi: 10.48550/arxiv.2202.06196 · pith_short_12: Y6H3WYP5NSGW · pith_short_16: Y6H3WYP5NSGWRPSK · pith_short_8: Y6H3WYP5

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/Y6H3WYP5NSGWRPSKYIHLWOEN4G \
  | 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: c78fbb61fd6c8d68be4ac20ebb388de19c76fc56644707a2b59faa4d4e1347f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16cc63488a989a931d352beec807f2eb6dfe97f78dcaf6f95471ec1d45b43c0d",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-02-13T04:04:33Z",
    "title_canon_sha256": "1a4ab5e6ff86ae20e799b085b787b9a99b6d662477aa54de9a2a501bbf8b8d18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.06196",
    "kind": "arxiv",
    "version": 1
  }
}