Pith Number

pith:FEBWAIN3

pith:2025:FEBWAIN3MGO4PACDWA3RT2XKPH

not attested not anchored not stored refs pending

Position: Beyond Sensitive Attributes, ML Fairness Should Quantify Structural Injustice via Social Determinants

Alex John London, Atoosa Kasirzadeh, Kun Zhang, Peter Spirtes, Sanmi Koyejo, Sarah Stewart de Ramirez, Zeyu Tang

arxiv:2508.08337 v3 · 2025-08-10 · cs.CY · cs.AI · 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{FEBWAIN3MGO4PACDWA3RT2XKPH}

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	2026-06-02T01:03:33.165527Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29036021bb619dc78043b03719eaea79d69a19922f479de250db815e8dfe00c1

Aliases

arxiv: 2508.08337 · arxiv_version: 2508.08337v3 · doi: 10.48550/arxiv.2508.08337 · pith_short_12: FEBWAIN3MGO4 · pith_short_16: FEBWAIN3MGO4PACD · pith_short_8: FEBWAIN3

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/FEBWAIN3MGO4PACDWA3RT2XKPH \
  | 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: 29036021bb619dc78043b03719eaea79d69a19922f479de250db815e8dfe00c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5d4bcaacb24c719159026dbd1a81b598b4dbd57bcd456235623f1c9d292c32f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-08-10T23:55:16Z",
    "title_canon_sha256": "46d3c8331656e79dff49b5d233f3ddf41858e310cd93a85fc87f746b92132fa0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08337",
    "kind": "arxiv",
    "version": 3
  }
}