Pith Number

pith:2R7RLZVR

pith:2025:2R7RLZVRKEBCRLYWMISIQSO255

not attested not anchored not stored refs pending

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

Avishai Halev, Shahbaz Rezaei, Xin Liu

arxiv:2506.03267 v1 · 2025-06-03 · cs.LG · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2R7RLZVRKEBCRLYWMISIQSO255}

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	2026-07-05T11:15:23.821624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d47f15e6b1510228af1662248849daef4246c457161cf9ced5fc7ba4eeeed61e

Aliases

arxiv: 2506.03267 · arxiv_version: 2506.03267v1 · doi: 10.48550/arxiv.2506.03267 · pith_short_12: 2R7RLZVRKEBC · pith_short_16: 2R7RLZVRKEBCRLYW · pith_short_8: 2R7RLZVR

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/2R7RLZVRKEBCRLYWMISIQSO255 \
  | 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: d47f15e6b1510228af1662248849daef4246c457161cf9ced5fc7ba4eeeed61e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fe9a771bf8f97015b828f5154b1cf1be7596afe79f4f9b89e43228cf805661a",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-03T18:00:28Z",
    "title_canon_sha256": "b0695ab1ae6a6e94401a72e369ef137860124b8f74b2c51c2ea7b979a6242fa5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03267",
    "kind": "arxiv",
    "version": 1
  }
}