Pith Number

pith:BVIGHNR5

pith:2017:BVIGHNR5JNOBV5H5TUDZK7YEN4

not attested not anchored not stored refs pending

Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks

Alexander Wong, Devinder Kumar, Graham W. Taylor

arxiv:1704.04133 v2 · 2017-04-13 · cs.CV · cs.AI · cs.LG · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BVIGHNR5JNOBV5H5TUDZK7YEN4}

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	2026-05-18T00:44:13.254204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d5063b63d4b5c1af4fd9d07957f046f0f4999797c5fdf4ae3d581a55cc8c2f7

Aliases

arxiv: 1704.04133 · arxiv_version: 1704.04133v2 · doi: 10.48550/arxiv.1704.04133 · pith_short_12: BVIGHNR5JNOB · pith_short_16: BVIGHNR5JNOBV5H5 · pith_short_8: BVIGHNR5

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/BVIGHNR5JNOBV5H5TUDZK7YEN4 \
  | 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: 0d5063b63d4b5c1af4fd9d07957f046f0f4999797c5fdf4ae3d581a55cc8c2f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b581f5c793b4afc10c18a166a733b5b7977859f2fb8bde19fba430e6625a6ea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-04-13T13:44:33Z",
    "title_canon_sha256": "1c51ba5fd6a8a413ad882c2499826a8727b89aca7ed5ede6c0d83db8f292b567"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.04133",
    "kind": "arxiv",
    "version": 2
  }
}