Pith Number

pith:RNIM3Z5N

pith:2024:RNIM3Z5NIMWTCK6TCE7YHZSAT7

not attested not anchored not stored refs pending

Explanation Space: A New Perspective into Time Series Interpretability

Shahbaz Rezaei, Xin Liu

arxiv:2409.01354 v3 · 2024-09-02 · cs.LG · 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{RNIM3Z5NIMWTCK6TCE7YHZSAT7}

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.

Cited by

1 paper in Pith

On the Necessity of Multi-Domain Explanation: An Uncertainty Principle Approach for Deep Time Series Models

Receipt and verification

First computed	2026-07-05T10:44:15.800272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b50cde7ad432d312bd3113f83e6409fd2d2723e588b579a53948fa281db9473

Aliases

arxiv: 2409.01354 · arxiv_version: 2409.01354v3 · doi: 10.48550/arxiv.2409.01354 · pith_short_12: RNIM3Z5NIMWT · pith_short_16: RNIM3Z5NIMWTCK6T · pith_short_8: RNIM3Z5N

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/RNIM3Z5NIMWTCK6TCE7YHZSAT7 \
  | 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: 8b50cde7ad432d312bd3113f83e6409fd2d2723e588b579a53948fa281db9473

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95cde6acfc74a55388ada349ddbba75de19e0f16e5cef6e1fdc8464b85351e4e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-02T16:15:26Z",
    "title_canon_sha256": "86f377afc4195d7119ee34ce2203f50907b73de705bfcaba5f3ea2c0d585b7a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01354",
    "kind": "arxiv",
    "version": 3
  }
}