Pith Number

pith:P7GCONNH

pith:2025:P7GCONNHRUJCZWXM6QOTTXDDVQ

not attested not anchored not stored refs pending

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models

Cindy Xiong Bearfield, Madeline Endres, Yuriy Brun, Zhanna Kaufman

arxiv:2508.00140 v1 · 2025-07-31 · cs.HC · 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{P7GCONNHRUJCZWXM6QOTTXDDVQ}

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	2026-07-05T11:46:49.506830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fcc2735a78d122cdaecf41d39dc63ac1ec07f13ecb567923a3105e5aaec80d6

Aliases

arxiv: 2508.00140 · arxiv_version: 2508.00140v1 · doi: 10.48550/arxiv.2508.00140 · pith_short_12: P7GCONNHRUJC · pith_short_16: P7GCONNHRUJCZWXM · pith_short_8: P7GCONNH

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/P7GCONNHRUJCZWXM6QOTTXDDVQ \
  | 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: 7fcc2735a78d122cdaecf41d39dc63ac1ec07f13ecb567923a3105e5aaec80d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9095361239bca64dba4f4d8b4a1ddad39cbc3406af57a489136ba9be2ea1f98f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-07-31T20:00:32Z",
    "title_canon_sha256": "a1eeef5bb2f595e8705580b24939f66e5b2c4e4cbfc8834bb85e6e82be6592c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00140",
    "kind": "arxiv",
    "version": 1
  }
}