Pith Number

pith:UCDR66OJ

pith:2025:UCDR66OJLQYDBPZKVE5ID4DVNG

not attested not anchored not stored refs pending

Explainable AI Systems Must Be Contestable: Here's How to Make It Happen

Anna Palatkina, Catarina Moreira, Dacia Braca, Dylan M. Walsh, Fang Chen, Nina C. Hubig, Peter J. Leihn

arxiv:2506.01662 v1 · 2025-06-02 · 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{UCDR66OJLQYDBPZKVE5ID4DVNG}

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.

Cited by

1 paper in Pith

Explainable AI Isn't Enough! Rethinking Algorithmic Contestability

Receipt and verification

First computed	2026-07-05T11:14:17.471650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0871f79c95c3030bf2aa93a81f07569bc5925e53ea8613d3b7a4a83ff100ba9

Aliases

arxiv: 2506.01662 · arxiv_version: 2506.01662v1 · doi: 10.48550/arxiv.2506.01662 · pith_short_12: UCDR66OJLQYD · pith_short_16: UCDR66OJLQYDBPZK · pith_short_8: UCDR66OJ

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/UCDR66OJLQYDBPZKVE5ID4DVNG \
  | 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: a0871f79c95c3030bf2aa93a81f07569bc5925e53ea8613d3b7a4a83ff100ba9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b1a2e62d69d1174159b41418bf2cf016e3f79742cc2395a59c58504e410e481",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-06-02T13:32:05Z",
    "title_canon_sha256": "e4d250fcd34b6f2b0bc10c21dc4ec3093450cbe42a283377a7ec76801589057f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01662",
    "kind": "arxiv",
    "version": 1
  }
}