Pith Number

pith:N5MS5LMD

pith:2020:N5MS5LMDBOGDJHWQI3JJA752DU

not attested not anchored not stored refs pending

Fairness in the Eyes of the Data: Certifying Machine-Learning Models

Benny Pinkas, Carsten Baum, Chaya Ganesh, Joseph Keshet, Shahar Segal, Yossi Adi

arxiv:2009.01534 v3 · 2020-09-03 · cs.AI · cs.CR · cs.LG · 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{N5MS5LMDBOGDJHWQI3JJA752DU}

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	2026-07-05T02:52:13.710510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f592ead830b8c349ed046d2907fba1d112e49be588bf23bb625e2a086b20e79

Aliases

arxiv: 2009.01534 · arxiv_version: 2009.01534v3 · doi: 10.48550/arxiv.2009.01534 · pith_short_12: N5MS5LMDBOGD · pith_short_16: N5MS5LMDBOGDJHWQ · pith_short_8: N5MS5LMD

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/N5MS5LMDBOGDJHWQI3JJA752DU \
  | 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: 6f592ead830b8c349ed046d2907fba1d112e49be588bf23bb625e2a086b20e79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07aeea20292b1228959490eaabe9a422e2c6e79b9b839d4a6e611ab538362fb9",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-09-03T09:22:39Z",
    "title_canon_sha256": "4e5328966252e9adb64974afb52e331c668a073b16276be805eec7b2908dc28f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.01534",
    "kind": "arxiv",
    "version": 3
  }
}