Pith Number

pith:DBW57YHW

pith:2026:DBW57YHWYVZHFD7NGS6BFTEOAQ

not attested not anchored not stored refs pending

Explainable AI for Data-Driven Design of High-Dimensional Predictive Studies

Bruce Guthrie, Damian Machlanski, Ewen M Harrison, Junyu Yan, Kurt Butler, Panagiotis Dimitrakopoulos, Sotirios A Tsaftaris

arxiv:2605.22243 v1 · 2026-05-21 · cs.LG · cs.AI · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DBW57YHWYVZHFD7NGS6BFTEOAQ}

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.

Receipt and verification

First computed	2026-05-22T01:04:34.005139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

186ddfe0f6c572728fed34bc12cc8e043cd9d94903207ffdca003a1f16c4675a

Aliases

arxiv: 2605.22243 · arxiv_version: 2605.22243v1 · doi: 10.48550/arxiv.2605.22243 · pith_short_12: DBW57YHWYVZH · pith_short_16: DBW57YHWYVZHFD7N · pith_short_8: DBW57YHW

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/DBW57YHWYVZHFD7NGS6BFTEOAQ \
  | 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: 186ddfe0f6c572728fed34bc12cc8e043cd9d94903207ffdca003a1f16c4675a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc63e664d7b70917eb8cafa1813fee59bb5c20a31cdc731397c51ffd002d11cf",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-21T09:50:14Z",
    "title_canon_sha256": "7c0f5c8e5fd363d258e92d1ac87d2d6eca7ebca8e0202fc66a04e4eb90604441"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22243",
    "kind": "arxiv",
    "version": 1
  }
}