Pith Number

pith:CKRAY4KP

pith:2024:CKRAY4KPA7DLB24UEJ7EACJG6J

not attested not anchored not stored refs pending

Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks

Antonios Mamalakis, Graham Murray, Ingrid Agartz, John Suckling, Lynn Egeland M{\o}rch-Johnsen, Michail Mamalakis, Pietro Lio

arxiv:2405.10008 v3 · 2024-05-16 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CKRAY4KPA7DLB24UEJ7EACJG6J}

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	2026-07-05T10:33:03.742076Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12a20c714f07c6b0eb94227e400926f268a3201a9a45fa7a23f166eecdc4823c

Aliases

arxiv: 2405.10008 · arxiv_version: 2405.10008v3 · doi: 10.48550/arxiv.2405.10008 · pith_short_12: CKRAY4KPA7DL · pith_short_16: CKRAY4KPA7DLB24U · pith_short_8: CKRAY4KP

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/CKRAY4KPA7DLB24UEJ7EACJG6J \
  | 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: 12a20c714f07c6b0eb94227e400926f268a3201a9a45fa7a23f166eecdc4823c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfa88dc1f1fd0734606e55bcc90979c8b011c784b1174b9390acbe5730520559",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-16T11:49:08Z",
    "title_canon_sha256": "673e77037a874bd663f6b7ef1473bfa930392aee85efdd786bc221967ab69686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10008",
    "kind": "arxiv",
    "version": 3
  }
}