Pith Number

pith:HQYFOHSL

pith:2025:HQYFOHSL4I7VUOSIIHIBRJVKXG

not attested not anchored not stored refs pending

Saliency Maps are Ambiguous: Analysis of Logical Relations on First and Second Order Attributions

Leonid Schwenke, Martin Atzmueller

arxiv:2501.14136 v1 · 2025-01-23 · 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{HQYFOHSL4I7VUOSIIHIBRJVKXG}

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	2026-07-05T10:04:45.896420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c30571e4be23f5a3a4841d018a6aab9826998ee6e96d19834091387d1610d89

Aliases

arxiv: 2501.14136 · arxiv_version: 2501.14136v1 · doi: 10.48550/arxiv.2501.14136 · pith_short_12: HQYFOHSL4I7V · pith_short_16: HQYFOHSL4I7VUOSI · pith_short_8: HQYFOHSL

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/HQYFOHSL4I7VUOSIIHIBRJVKXG \
  | 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: 3c30571e4be23f5a3a4841d018a6aab9826998ee6e96d19834091387d1610d89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee3671feeaf5796ae74b6ebb774314585cdeb2a6f1fdf242ca754795aa46cb82",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-23T23:26:27Z",
    "title_canon_sha256": "dda11ed606c77c92771d70cc90691e7983c15086eb02f8683596046c8db21fd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14136",
    "kind": "arxiv",
    "version": 1
  }
}