Pith Number

pith:32FSCD7Y

pith:2020:32FSCD7YTIHYLVX4V563J75KTZ

not attested not anchored not stored refs pending

Instance-based Counterfactual Explanations for Time Series Classification

Derek Greene, Eoin Delaney, Mark T. Keane

arxiv:2009.13211 v2 · 2020-09-28 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{32FSCD7YTIHYLVX4V563J75KTZ}

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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

ConTex: Reformulating Counterfactual Generation For Time Series Forecasting

Receipt and verification

First computed	2026-07-05T02:51:59.581809Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de8b210ff89a0f85d6fcaf7db4ffaa9e51241ca062f6b7ad105308579ea95102

Aliases

arxiv: 2009.13211 · arxiv_version: 2009.13211v2 · doi: 10.48550/arxiv.2009.13211 · pith_short_12: 32FSCD7YTIHY · pith_short_16: 32FSCD7YTIHYLVX4 · pith_short_8: 32FSCD7Y

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/32FSCD7YTIHYLVX4V563J75KTZ \
  | 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: de8b210ff89a0f85d6fcaf7db4ffaa9e51241ca062f6b7ad105308579ea95102

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dad1810356e0c3815902f88d4d13136007d29a962a84c316a17ff8e116dab3ab",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-28T10:52:48Z",
    "title_canon_sha256": "bba49ba3d8b8b87b56be97c53094783131763ada84ac601d843d37324ca6aae0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.13211",
    "kind": "arxiv",
    "version": 2
  }
}