Pith Number

pith:THKJXZ35

pith:2026:THKJXZ35BPOH3S2CLXBZQIRO3D

not attested not anchored not stored refs pending

Auditing Fairness-Privacy Trade-offs: Subpopulation-Level Effects of Fairness-Enhancing Algorithms

Ilhama Novruzova, Khalid Mammadov, Murat Kantarcioglu, Natavan Hasanova, Umid Suleymanov

arxiv:2607.14607 v1 · 2026-07-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{THKJXZ35BPOH3S2CLXBZQIRO3D}

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	2026-07-17T01:21:20.568722Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99d49be77d0bdc7dcb425dc398222ed8d66271c87c05634c159357d8af176955

Aliases

arxiv: 2607.14607 · arxiv_version: 2607.14607v1 · doi: 10.48550/arxiv.2607.14607 · pith_short_12: THKJXZ35BPOH · pith_short_16: THKJXZ35BPOH3S2C · pith_short_8: THKJXZ35

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/THKJXZ35BPOH3S2CLXBZQIRO3D \
  | 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: 99d49be77d0bdc7dcb425dc398222ed8d66271c87c05634c159357d8af176955

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf817ba0e97c0c172fb56c200d38afba2c1518935bc795ca1b92c82046e5df74",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-16T06:10:42Z",
    "title_canon_sha256": "615c821e7a5123d8698d4fcb9f30f162a1dac1c8db91329663553febec66ed38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14607",
    "kind": "arxiv",
    "version": 1
  }
}