Pith. sign in
Pith Number

pith:MDIEGTIK

pith:2024:MDIEGTIK5F77JF73H3HCXCMC7P
not attested not anchored not stored refs pending

Testing the Fairness-Accuracy Improvability of Algorithms

Annie Liang, Eric Auerbach, Kyohei Okumura, Max Tabord-Meehan

arxiv:2405.04816 v4 · 2024-05-08 · econ.EM · cs.DS · stat.AP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MDIEGTIK5F77JF73H3HCXCMC7P}

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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.
Receipt and verification
First computed 2026-07-05T09:59:15.476983Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

60d0434d0ae97ff497fb3ece2b8982fbd1afd7d4bd1f8046ce69ffeca6193b68

Aliases

arxiv: 2405.04816 · arxiv_version: 2405.04816v4 · doi: 10.48550/arxiv.2405.04816 · pith_short_12: MDIEGTIK5F77 · pith_short_16: MDIEGTIK5F77JF73 · pith_short_8: MDIEGTIK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MDIEGTIK5F77JF73H3HCXCMC7P \
  | 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: 60d0434d0ae97ff497fb3ece2b8982fbd1afd7d4bd1f8046ce69ffeca6193b68
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9a75c436a123d341135b4bc57bd19995eaecc3858a8d75a7c588d8ecb39b1f65",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2024-05-08T05:34:18Z",
    "title_canon_sha256": "16ff2c24bbbca72a159b11380186d718a0453c65c52216c11b4dbbadcd1725cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04816",
    "kind": "arxiv",
    "version": 4
  }
}