Pith Number

pith:AFZ3XEYU

pith:2025:AFZ3XEYURQPMC7W7KCBCMQSJO7

not attested not anchored not stored refs pending

Perception-Driven Bias Detection in Machine Learning via Crowdsourced Visual Judgment

Chirudeep Tupakula, Rittika Shamsuddin

arxiv:2506.11047 v1 · 2025-05-21 · cs.LG · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AFZ3XEYURQPMC7W7KCBCMQSJO7}

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	2026-07-05T11:20:58.486719Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0173bb93148c1ec17edf508226424977c987dc591659404814c0ab29363579ad

Aliases

arxiv: 2506.11047 · arxiv_version: 2506.11047v1 · doi: 10.48550/arxiv.2506.11047 · pith_short_12: AFZ3XEYURQPM · pith_short_16: AFZ3XEYURQPMC7W7 · pith_short_8: AFZ3XEYU

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/AFZ3XEYURQPMC7W7KCBCMQSJO7 \
  | 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: 0173bb93148c1ec17edf508226424977c987dc591659404814c0ab29363579ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9cc74adcd3b57182b05bd1546d32d202b28f7384f88b8f07ee4281e387be0b4",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T17:09:18Z",
    "title_canon_sha256": "283291908e7755b0f21120169d8826a2c83ac85f7f2cbede66c7c17b6aa37774"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11047",
    "kind": "arxiv",
    "version": 1
  }
}