Pith Number

pith:V3SUKDRS

pith:2022:V3SUKDRSZRB4RYHO36JGBAJHDR

not attested not anchored not stored refs pending

Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI

Greta Warren, Mark T Keane, Ruth M J Byrne

arxiv:2204.10152 v1 · 2022-04-21 · 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{V3SUKDRSZRB4RYHO36JGBAJHDR}

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

What Should Explanations Contain? A Human-Centered Explanation Content Model for Local, Post-Hoc Explanations

Receipt and verification

First computed	2026-07-05T05:57:11.101233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aee5450e32cc43c8e0eedf926081271c74cb40488ef7233a5dababa30f261bca

Aliases

arxiv: 2204.10152 · arxiv_version: 2204.10152v1 · doi: 10.48550/arxiv.2204.10152 · pith_short_12: V3SUKDRSZRB4 · pith_short_16: V3SUKDRSZRB4RYHO · pith_short_8: V3SUKDRS

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/V3SUKDRSZRB4RYHO36JGBAJHDR \
  | 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: aee5450e32cc43c8e0eedf926081271c74cb40488ef7233a5dababa30f261bca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12d240d305a39a045120682ab27cdb435d2165c5d45acb4d445fea286edf6060",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2022-04-21T15:01:09Z",
    "title_canon_sha256": "ae3f7bee2a384eec2cb699567c11aed26ea6587dec72534c8c6203ae23aa1bb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.10152",
    "kind": "arxiv",
    "version": 1
  }
}