Pith Number

pith:TTB7KVAO

pith:2025:TTB7KVAO2D5FXSJMFSLPJK2ZNK

not attested not anchored not stored refs pending

Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image Classifiers

Mubeen Ghafoor, Syed Ali Tariq, Tehseen Zia

arxiv:2501.06831 v1 · 2025-01-12 · cs.CV · 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{TTB7KVAO2D5FXSJMFSLPJK2ZNK}

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	2026-07-05T10:00:10.765160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cc3f5540ed0fa5bc92c2c96f4ab596a81d9d138c98b5f23f4fa9f715d70e8c0

Aliases

arxiv: 2501.06831 · arxiv_version: 2501.06831v1 · doi: 10.48550/arxiv.2501.06831 · pith_short_12: TTB7KVAO2D5F · pith_short_16: TTB7KVAO2D5FXSJM · pith_short_8: TTB7KVAO

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/TTB7KVAO2D5FXSJMFSLPJK2ZNK \
  | 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: 9cc3f5540ed0fa5bc92c2c96f4ab596a81d9d138c98b5f23f4fa9f715d70e8c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97d8e68d117907ac36ab8c996c0bb41a91ac7e54becc44cd91d6127c0ff35d2d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-12T14:54:02Z",
    "title_canon_sha256": "f89a46d914195b0c7a2560d91e07f5a98c350587b1fd60428924f3ad51e70696"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06831",
    "kind": "arxiv",
    "version": 1
  }
}