Pith Number

pith:KS6AQ32M

pith:2026:KS6AQ32MDJOUWAL4CTVEDTKBLX

not attested not anchored not stored refs pending

When Interpretability Is Unequally Distributed: Fairness in Hybrid Interpretable Models

Julien Ferry, Thibaut Vidal, Ulrich A\"ivodji, Ziba Jabbar Zare

arxiv:2605.28626 v1 · 2026-05-27 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KS6AQ32MDJOUWAL4CTVEDTKBLX}

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	2026-05-28T02:04:58.143429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54bc086f4c1a5d4b017c14ea41cd415df7aff3c7a038db40538a179102d14bcc

Aliases

arxiv: 2605.28626 · arxiv_version: 2605.28626v1 · doi: 10.48550/arxiv.2605.28626 · pith_short_12: KS6AQ32MDJOU · pith_short_16: KS6AQ32MDJOUWAL4 · pith_short_8: KS6AQ32M

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/KS6AQ32MDJOUWAL4CTVEDTKBLX \
  | 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: 54bc086f4c1a5d4b017c14ea41cd415df7aff3c7a038db40538a179102d14bcc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a669fea97cdd6a8a64c092506150caa033ef49f3c018d5cab7dc28f50d40da2e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T15:33:00Z",
    "title_canon_sha256": "30b30d369628f59251f4afaa94d522cda528ccceb6866bc9bd33f7b81db0f165"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28626",
    "kind": "arxiv",
    "version": 1
  }
}