Pith Number

pith:VB3YLCXH

pith:2025:VB3YLCXH6SJZCTGPFN5KTI2KVF

not attested not anchored not stored refs pending

Fairness Perceptions in Regression-based Predictive Models

Casey Canfield, Morgan Stuart, Mukund Telukunta, Venkata Sriram Siddhardh Nadendla

arxiv:2505.04886 v2 · 2025-05-08 · 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{VB3YLCXH6SJZCTGPFN5KTI2KVF}

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	2026-07-05T11:01:05.351462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a877858ae7f493914ccf2b7aa9a34aa976d37b95897dc23ce78cc0ef5b71b306

Aliases

arxiv: 2505.04886 · arxiv_version: 2505.04886v2 · doi: 10.48550/arxiv.2505.04886 · pith_short_12: VB3YLCXH6SJZ · pith_short_16: VB3YLCXH6SJZCTGP · pith_short_8: VB3YLCXH

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/VB3YLCXH6SJZCTGPFN5KTI2KVF \
  | 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: a877858ae7f493914ccf2b7aa9a34aa976d37b95897dc23ce78cc0ef5b71b306

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b12d9d9e88bcb3dba595559297e129ccafa43bee5e009e33d7f400f885d7924f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-05-08T01:48:27Z",
    "title_canon_sha256": "4dc26acba84cd7ecedfbe076e240c4be3ce40a18eb953eb0f01847a24dd28f92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04886",
    "kind": "arxiv",
    "version": 2
  }
}