Pith Number

pith:EZZW7QAM

pith:2025:EZZW7QAMGH25ATDNCAB2NFMAZO

not attested not anchored not stored refs pending

Uncertainty Quantification as a Principled Foundation for Explainable Artificial Intelligence: A Case Study of Counterfactual Explanations

Eyke H\"ullermeier, Kacper Sokol, Santo M.A.R. Thies

arxiv:2502.17007 v2 · 2025-02-24 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZZW7QAMGH25ATDNCAB2NFMAZO}

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	2026-05-20T00:02:03.754696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26736fc00c31f5d04c6d1003a69580cb8881a2b7f0a13041dc2b4f4c00e20b12

Aliases

arxiv: 2502.17007 · arxiv_version: 2502.17007v2 · doi: 10.48550/arxiv.2502.17007 · pith_short_12: EZZW7QAMGH25 · pith_short_16: EZZW7QAMGH25ATDN · pith_short_8: EZZW7QAM

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/EZZW7QAMGH25ATDNCAB2NFMAZO \
  | 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: 26736fc00c31f5d04c6d1003a69580cb8881a2b7f0a13041dc2b4f4c00e20b12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7441692a71aef49b69a1863495589b6201eaa7a5432da8336321a3fcdf231f7f",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-24T09:38:31Z",
    "title_canon_sha256": "5d8915ac9f4aeb942fae9ba7c203189586d992140030b4bea802de419fe36a46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17007",
    "kind": "arxiv",
    "version": 2
  }
}