Pith Number

pith:GYMD4ESY

pith:2022:GYMD4ESYCEB4WUMUSKVFTBZMTY

not attested not anchored not stored refs pending

Explanation Shift: Detecting distribution shifts on tabular data via the explanation space

Carlos Mougan, Gjergji Kasneci, Klaus Broelemann, Steffen Staab, Thanassis Tiropanis

arxiv:2210.12369 v1 · 2022-10-22 · cs.LG · cs.AI · 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{GYMD4ESYCEB4WUMUSKVFTBZMTY}

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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

Delta-Audit: Explaining What Changes When Models Change

Receipt and verification

First computed	2026-07-05T05:09:27.330352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36183e12581103cb519492aa59872c9e12b3ed0952c8d6e58456a35a09ac6573

Aliases

arxiv: 2210.12369 · arxiv_version: 2210.12369v1 · doi: 10.48550/arxiv.2210.12369 · pith_short_12: GYMD4ESYCEB4 · pith_short_16: GYMD4ESYCEB4WUMU · pith_short_8: GYMD4ESY

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/GYMD4ESYCEB4WUMUSKVFTBZMTY \
  | 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: 36183e12581103cb519492aa59872c9e12b3ed0952c8d6e58456a35a09ac6573

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7388e78b93dedac447fd85869f0ee7d9482bae12ff9a9123c50a4b1ed04d2ff5",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-22T06:47:13Z",
    "title_canon_sha256": "38bcfb4dd1d03da6bb5fef0a393cd4973e6afd67d99d1aaf0624f9df4cb687f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12369",
    "kind": "arxiv",
    "version": 1
  }
}