Pith Number

pith:VVSWQJGO

pith:2021:VVSWQJGOCFHKXJEIM6RCJPYGUW

not attested not anchored not stored refs pending

Statistical Guarantees for Fairness Aware Plug-In Algorithms

Drona Khurana, Narayanan Unny Edakunni, Sparsh Jain, Srinivasan Ravichandran

arxiv:2107.12783 v1 · 2021-07-27 · stat.ML · 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{VVSWQJGOCFHKXJEIM6RCJPYGUW}

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	2026-07-05T03:01:00.591885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad656824ce114eaba48867a224bf06a5a6094853566a586102bfb2be3a074da2

Aliases

arxiv: 2107.12783 · arxiv_version: 2107.12783v1 · doi: 10.48550/arxiv.2107.12783 · pith_short_12: VVSWQJGOCFHK · pith_short_16: VVSWQJGOCFHKXJEI · pith_short_8: VVSWQJGO

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/VVSWQJGOCFHKXJEIM6RCJPYGUW \
  | 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: ad656824ce114eaba48867a224bf06a5a6094853566a586102bfb2be3a074da2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4aaff764bd83a207f2dab6ba9c374269140c1d72e321a09498f9224a86969a0f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-07-27T12:51:33Z",
    "title_canon_sha256": "ac12d7c69778d176d331ae0c124de5b65ba9ffd1da8af9e813e11d5507fe1e8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.12783",
    "kind": "arxiv",
    "version": 1
  }
}