Pith Number

pith:K6VLKBK5

pith:2021:K6VLKBK5TEOABTOKBFKYOIGMG7

not attested not anchored not stored refs pending

Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems

Bobbie Chern, Chlo\'e Bakalar, Edmund Tong, Isabel Kloumann, Jiejing Zhao, Joaquin Qui\~nonero Candela, Jonathan Tannen, Joshua Simons, Kate Vredenburgh, Manish Raghavan, Melissa Hall, Michelle Lam, Miranda Bogen, Renata Barreto, Sam Corbett-Davies, Stevie Bergman

arxiv:2103.06172 v2 · 2021-03-10 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K6VLKBK5TEOABTOKBFKYOIGMG7}

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	2026-07-05T02:26:03.470005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57aab5055d991c00cdca09558720cc37cd718c0143f85af4369c768faa1b8b10

Aliases

arxiv: 2103.06172 · arxiv_version: 2103.06172v2 · doi: 10.48550/arxiv.2103.06172 · pith_short_12: K6VLKBK5TEOA · pith_short_16: K6VLKBK5TEOABTOK · pith_short_8: K6VLKBK5

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/K6VLKBK5TEOABTOKBFKYOIGMG7 \
  | 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: 57aab5055d991c00cdca09558720cc37cd718c0143f85af4369c768faa1b8b10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcc75350328480510dd84557427aac4c370f048654548334bd1d687f1b19e536",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-10T16:42:20Z",
    "title_canon_sha256": "8940c1a63226df80066747212ec2ceb96f519d5bb4deb358468469956022cc83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.06172",
    "kind": "arxiv",
    "version": 2
  }
}