Pith Number

pith:EFXOZOOJ

pith:2023:EFXOZOOJLIJWCYUTW2ANWWMFHS

not attested not anchored not stored refs pending

The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance

Cynthia Rudin, Edward P. Browne, Jon Donnelly, Srikar Katta

arxiv:2309.13775 v4 · 2023-09-24 · cs.LG · q-bio.GN · 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{EFXOZOOJLIJWCYUTW2ANWWMFHS}

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	2026-07-05T08:03:07.183708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

216eecb9c95a13616293b680db59853c98938617b44362475d7c7b61c89c9c1f

Aliases

arxiv: 2309.13775 · arxiv_version: 2309.13775v4 · doi: 10.48550/arxiv.2309.13775 · pith_short_12: EFXOZOOJLIJW · pith_short_16: EFXOZOOJLIJWCYUT · pith_short_8: EFXOZOOJ

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/EFXOZOOJLIJWCYUTW2ANWWMFHS \
  | 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: 216eecb9c95a13616293b680db59853c98938617b44362475d7c7b61c89c9c1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b3d9db7205e0174b5e2bb154b614aa68478868f90d891353356a88f3139dd70",
    "cross_cats_sorted": [
      "q-bio.GN",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-24T23:09:48Z",
    "title_canon_sha256": "f0db183c7f7d8fedb75ca3197d032a471b8980297fb392c00cdc02f4bbfe1feb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.13775",
    "kind": "arxiv",
    "version": 4
  }
}