Pith Number

pith:5JCL4GW3

pith:2022:5JCL4GW3STNDCX464A22WKYWM4

not attested not anchored not stored refs pending

Explainability in Machine Learning: a Pedagogical Perspective

Andreas Bueff, Auste Simkute, Ioannis Papantonis, Vaishak Belle

arxiv:2202.10335 v1 · 2022-02-21 · cs.HC · 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{5JCL4GW3STNDCX464A22WKYWM4}

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.

Cited by

1 paper in Pith

Multi-criteria Rank-based Aggregation for Explainable AI

Receipt and verification

First computed	2026-07-05T03:58:41.354847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea44be1adb94da315f9ee035ab2b16671be10ac2f9d838ed11c8fe8e46b71ac6

Aliases

arxiv: 2202.10335 · arxiv_version: 2202.10335v1 · doi: 10.48550/arxiv.2202.10335 · pith_short_12: 5JCL4GW3STND · pith_short_16: 5JCL4GW3STNDCX46 · pith_short_8: 5JCL4GW3

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/5JCL4GW3STNDCX464A22WKYWM4 \
  | 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: ea44be1adb94da315f9ee035ab2b16671be10ac2f9d838ed11c8fe8e46b71ac6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "030466efd85cf49e8fb31b2fcf2027ea885eacd2e026981d44fad63edd0ba75a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2022-02-21T16:15:57Z",
    "title_canon_sha256": "f75a80b0400192e4d5d9982a03dffba371c020fc5a83945bf85de6cc7eb9d0bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.10335",
    "kind": "arxiv",
    "version": 1
  }
}