Pith Number

pith:Z7UFONFM

pith:2021:Z7UFONFMTAIW3ATEEBAL2XA5H3

not attested not anchored not stored refs pending

Towards a Rigorous Evaluation of Explainability for Multivariate Time Series

Avleen Malhi, Cicek Cavdar, Kary Fr\"amling, Rohit Saluja, Samanta Knapi\v{c}

arxiv:2104.04075 v1 · 2021-04-06 · 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{Z7UFONFMTAIW3ATEEBAL2XA5H3}

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	2026-07-05T02:30:34.522976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfe85734ac98116d82642040bd5c1d3ed515533408a797188fd126df62944864

Aliases

arxiv: 2104.04075 · arxiv_version: 2104.04075v1 · doi: 10.48550/arxiv.2104.04075 · pith_short_12: Z7UFONFMTAIW · pith_short_16: Z7UFONFMTAIW3ATE · pith_short_8: Z7UFONFM

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/Z7UFONFMTAIW3ATEEBAL2XA5H3 \
  | 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: cfe85734ac98116d82642040bd5c1d3ed515533408a797188fd126df62944864

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e87a62036d6a658b80d811d5a1e5192bc438647312744d0311962b6f5ebde71b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-06T17:16:36Z",
    "title_canon_sha256": "373e9b8bc8992d7e7508566a0935c2c8b698e32292ca3f0520849f8c648fcfde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.04075",
    "kind": "arxiv",
    "version": 1
  }
}