Pith Number

pith:VK3GAS3Z

pith:2023:VK3GAS3ZQDPFGMDJNNS63W33FB

not attested not anchored not stored refs pending

Inherently Interpretable Time Series Classification via Multiple Instance Learning

Gavin KC Cheung, Hanting Xie, Jas Kandola, Joseph Early, Kurt Cutajar, Niall Twomey

arxiv:2311.10049 v3 · 2023-11-16 · 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{VK3GAS3ZQDPFGMDJNNS63W33FB}

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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	2026-07-05T07:56:56.474078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aab6604b7980de5330696b65eddb7b287b3aada7fa462cb3277a261051fc7cdc

Aliases

arxiv: 2311.10049 · arxiv_version: 2311.10049v3 · doi: 10.48550/arxiv.2311.10049 · pith_short_12: VK3GAS3ZQDPF · pith_short_16: VK3GAS3ZQDPFGMDJ · pith_short_8: VK3GAS3Z

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/VK3GAS3ZQDPFGMDJNNS63W33FB \
  | 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: aab6604b7980de5330696b65eddb7b287b3aada7fa462cb3277a261051fc7cdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8f492e383d57a709cb1c78d9ebac4e42c15711b12c474dd07b72b7f3d93fab9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-16T17:45:37Z",
    "title_canon_sha256": "c9bc85e35c5aac9e0794c6e71f8aa4b60029c151df0c5a678475763016cd0b16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.10049",
    "kind": "arxiv",
    "version": 3
  }
}