Pith Number

pith:S6CHSJIW

pith:2024:S6CHSJIW2ONN2D7VUQKANQM3IV

not attested not anchored not stored refs pending

Aequitas Flow: Streamlining Fair ML Experimentation

Beatriz M. Jorge, In\^es Oliveira e Silva, Jo\~ao Gama, Pedro Bizarro, Pedro Saleiro, Rayid Ghani, Rita P. Ribeiro, S\'ergio Jesus

arxiv:2405.05809 v2 · 2024-05-09 · cs.LG · cs.AI · 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{S6CHSJIW2ONN2D7VUQKANQM3IV}

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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

FairML: A Julia Package for Fair Classification

Receipt and verification

First computed	2026-07-05T09:28:30.718058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9784792516d39add0ff5a41406c19b454dc1de6b08db0772cbee96d878ffbe29

Aliases

arxiv: 2405.05809 · arxiv_version: 2405.05809v2 · doi: 10.48550/arxiv.2405.05809 · pith_short_12: S6CHSJIW2ONN · pith_short_16: S6CHSJIW2ONN2D7V · pith_short_8: S6CHSJIW

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/S6CHSJIW2ONN2D7VUQKANQM3IV \
  | 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: 9784792516d39add0ff5a41406c19b454dc1de6b08db0772cbee96d878ffbe29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b71b11bb631dea99ba9ae1b16e963810d9a192a910b0d36c512b9f8702f1fc5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-09T14:48:17Z",
    "title_canon_sha256": "4912ddeb2fc93c8cef1546600d4d708d04d3ed87d2f5ea63f66de885eea08ca8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.05809",
    "kind": "arxiv",
    "version": 2
  }
}