Pith Number

pith:YZOMOKKB

pith:2018:YZOMOKKBIROWOS37R4AQOA563J

not attested not anchored not stored refs pending

A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics

Nitin Kohli, Roel Dobbe, Sarah Dean, Thomas Gilbert

arxiv:1807.00553 v2 · 2018-07-02 · cs.LG · cs.AI · cs.SY · math.DS · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YZOMOKKBIROWOS37R4AQOA563J}

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.

Cited by

1 paper in Pith

Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI

Receipt and verification

First computed	2026-05-18T00:11:23.095747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c65cc72941445d674b7f8f010703beda6bcb986307bd9756502a2c8559993957

Aliases

arxiv: 1807.00553 · arxiv_version: 1807.00553v2 · doi: 10.48550/arxiv.1807.00553 · pith_short_12: YZOMOKKBIROW · pith_short_16: YZOMOKKBIROWOS37 · pith_short_8: YZOMOKKB

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/YZOMOKKBIROWOS37R4AQOA563J \
  | 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: c65cc72941445d674b7f8f010703beda6bcb986307bd9756502a2c8559993957

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8e9e6a1960b2760757ffa498e168114402a5a9af268ca94827fdd92d1ee3e95",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "math.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-02T09:23:38Z",
    "title_canon_sha256": "8e9be6bf25972741907a32d05f07365c8d61320f160a9e02fd345d36fa436c74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.00553",
    "kind": "arxiv",
    "version": 2
  }
}