Pith Number

pith:DD6JIKLE

pith:2024:DD6JIKLE6QZYZ6FAPTVMX2JF3X

not attested not anchored not stored refs pending

FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition

Carinal Prunkl, Dalia Gala, Laura Alvarez Jubete, Medb Corcoran, Milo Phillips-Brown, Naman Goel, Ray Eitel-Porter

arxiv:2403.06031 v2 · 2024-03-09 · 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{DD6JIKLE6QZYZ6FAPTVMX2JF3X}

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

Measurement as Bricolage: Examining How Data Scientists Construct Target Variables for Predictive Modeling Tasks

Receipt and verification

First computed	2026-07-05T11:36:54.227709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18fc942964f4338cf8a07ceacbe925ddc67c9edacd12d73b18f7ab83fe842fba

Aliases

arxiv: 2403.06031 · arxiv_version: 2403.06031v2 · doi: 10.48550/arxiv.2403.06031 · pith_short_12: DD6JIKLE6QZY · pith_short_16: DD6JIKLE6QZYZ6FA · pith_short_8: DD6JIKLE

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/DD6JIKLE6QZYZ6FAPTVMX2JF3X \
  | 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: 18fc942964f4338cf8a07ceacbe925ddc67c9edacd12d73b18f7ab83fe842fba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a897cf6b34ba3ff78ef26de675bac637c0c582bfeee5cee2e171f5aa6b02224",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-09T22:41:33Z",
    "title_canon_sha256": "5b890cf4ee82d388eeedc0287051ce579045a63bc50f7d777bd633407254e674"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06031",
    "kind": "arxiv",
    "version": 2
  }
}