Pith Number

pith:NI4K3KWL

pith:2024:NI4K3KWLBKHFTA4I663SQABGQ5

not attested not anchored not stored refs pending

Saliency Methods are Encoders: Analysing Logical Relations Towards Interpretation

Leonid Schwenke, Martin Atzmueller

arxiv:2412.16204 v1 · 2024-12-17 · cs.LG · 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{NI4K3KWLBKHFTA4I663SQABGQ5}

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	2026-07-05T09:52:43.025934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a38adaacb0a8e598388f7b7280026877b4c53cf4eda98d70200ec2fde3a1191

Aliases

arxiv: 2412.16204 · arxiv_version: 2412.16204v1 · doi: 10.48550/arxiv.2412.16204 · pith_short_12: NI4K3KWLBKHF · pith_short_16: NI4K3KWLBKHFTA4I · pith_short_8: NI4K3KWL

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/NI4K3KWLBKHFTA4I663SQABGQ5 \
  | 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: 6a38adaacb0a8e598388f7b7280026877b4c53cf4eda98d70200ec2fde3a1191

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ab40ad1f42b42f6791dfafab663fe67c7bf35e5114a6305e38b7dde833304ac",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-17T08:55:17Z",
    "title_canon_sha256": "306c5d3c7ef45fa013da197692a277a821a06455e9335bf71b6b906e51ee8c4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16204",
    "kind": "arxiv",
    "version": 1
  }
}