Pith Number

pith:IWIBHSYO

pith:2021:IWIBHSYOJPADEWXDZ34BDWRUY5

not attested not anchored not stored refs pending

Counterfactual Shapley Additive Explanations

Danial Dervovic, Daniele Magazzeni, Emanuele Albini, Jason Long

arxiv:2110.14270 v4 · 2021-10-27 · cs.LG · 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{IWIBHSYOJPADEWXDZ34BDWRUY5}

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	2026-07-05T04:23:22.173209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

459013cb0e4bc0325ae3cef811da34c7486e95fbb4cd1ff5f85b58339ad2f305

Aliases

arxiv: 2110.14270 · arxiv_version: 2110.14270v4 · doi: 10.48550/arxiv.2110.14270 · pith_short_12: IWIBHSYOJPAD · pith_short_16: IWIBHSYOJPADEWXD · pith_short_8: IWIBHSYO

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/IWIBHSYOJPADEWXDZ34BDWRUY5 \
  | 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: 459013cb0e4bc0325ae3cef811da34c7486e95fbb4cd1ff5f85b58339ad2f305

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ca267a77ca1008b606a672d2cd9b7451b0908ef9e5d83f5bd636cbb00f18908",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-27T08:44:53Z",
    "title_canon_sha256": "def3caca56be549b2be9149dd421a3001344086064be09d4e6fe0489b0d701c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14270",
    "kind": "arxiv",
    "version": 4
  }
}