Pith Number

pith:E2E2EBUZ

pith:2025:E2E2EBUZJHV22EX5JTZEPVDUYM

not attested not anchored not stored refs pending

Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics

Donald Braman, Furong Huang, Hal Daum\'e III, Jiannan Xu, Phuong-Anh Nguyen-Le, Rushil Dandamudi, Tin Trung Nguyen, Zora Che, Zubin Jelveh

arxiv:2505.19317 v4 · 2025-05-25 · cs.AI · cs.CY · cs.HC · 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{E2E2EBUZJHV22EX5JTZEPVDUYM}

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	2026-07-05T12:09:18.134326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2689a2069949ebad12fd4cf247d474c32604a3511eaf0941ed5087928b0693c4

Aliases

arxiv: 2505.19317 · arxiv_version: 2505.19317v4 · doi: 10.48550/arxiv.2505.19317 · pith_short_12: E2E2EBUZJHV2 · pith_short_16: E2E2EBUZJHV22EX5 · pith_short_8: E2E2EBUZ

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/E2E2EBUZJHV22EX5JTZEPVDUYM \
  | 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: 2689a2069949ebad12fd4cf247d474c32604a3511eaf0941ed5087928b0693c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ceef4eb1c0494980497fb9faab9a054f7e613f01a67df5d76f5810c141f69eeb",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-25T21:07:13Z",
    "title_canon_sha256": "95d092819847d97047cf042571cf5c3ec02d404cbf3a1e446976cb34258ad2f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19317",
    "kind": "arxiv",
    "version": 4
  }
}