Pith Number

pith:CCLHXUP5

pith:2025:CCLHXUP5BSHFCDTSYO2DAE7ENL

not attested not anchored not stored refs pending

Concept-Based Explainable Artificial Intelligence: Metrics and Benchmarks

Adam Prugel-Bennett, Halil Ibrahim Aysel, Xiaohao Cai

arxiv:2501.19271 v1 · 2025-01-31 · 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{CCLHXUP5BSHFCDTSYO2DAE7ENL}

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

$\alpha$-TCAV: A Unified Framework for Testing with Concept Activation Vectors

Receipt and verification

First computed	2026-07-05T10:07:58.606822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10967bd1fd0c8e510e72c3b43013e46af648f980bdeb6101672c50634596c20b

Aliases

arxiv: 2501.19271 · arxiv_version: 2501.19271v1 · doi: 10.48550/arxiv.2501.19271 · pith_short_12: CCLHXUP5BSHF · pith_short_16: CCLHXUP5BSHFCDTS · pith_short_8: CCLHXUP5

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/CCLHXUP5BSHFCDTSYO2DAE7ENL \
  | 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: 10967bd1fd0c8e510e72c3b43013e46af648f980bdeb6101672c50634596c20b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef7fc6df6363765720c1a55d8a5b7733875806fcbdef03a784cd9c40d58409ce",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-31T16:32:36Z",
    "title_canon_sha256": "0cf0e5978f1f1a4eb10649dff6155f8571f3bda608474620c7369667e1da4c3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19271",
    "kind": "arxiv",
    "version": 1
  }
}