Pith Number

pith:XTRPKQSH

pith:2025:XTRPKQSH3F6JIAWI63UPRPIEBT

not attested not anchored not stored refs pending

Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models

Gregory Lewkowicz, Mathias Hanson, Sam Verboven

arxiv:2504.16969 v1 · 2025-04-23 · cs.CY · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XTRPKQSH3F6JIAWI63UPRPIEBT}

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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

Decision-centric fairness: Evaluation and optimization for resource allocation problems

Receipt and verification

First computed	2026-07-05T10:53:19.916049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bce2f54247d97c9402c8f6e8f8bd040cc49106a08700e460c5eeff546fa5e840

Aliases

arxiv: 2504.16969 · arxiv_version: 2504.16969v1 · doi: 10.48550/arxiv.2504.16969 · pith_short_12: XTRPKQSH3F6J · pith_short_16: XTRPKQSH3F6JIAWI · pith_short_8: XTRPKQSH

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/XTRPKQSH3F6JIAWI63UPRPIEBT \
  | 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: bce2f54247d97c9402c8f6e8f8bd040cc49106a08700e460c5eeff546fa5e840

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "151d874920816bbd90115b7abc9d086920014bb4b4d737091bd5df8ff8c9d2f0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-04-23T13:41:17Z",
    "title_canon_sha256": "0e9537b02e11c37cc92ffefc22384457fb5681ce2d4f332e15a1e3ba1753127a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16969",
    "kind": "arxiv",
    "version": 1
  }
}