Pith Number

pith:5PH7H3UB

pith:2026:5PH7H3UB7YVW7MUN3XAJLWP75Y

not attested not anchored not stored refs pending

Aumann-SHAP: The Geometry of Counterfactual Interaction Explanations in Machine Learning

Adam Belahcen, St\'ephane Mussard

arxiv:2603.14014 v2 · 2026-03-14 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5PH7H3UB7YVW7MUN3XAJLWP75Y}

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	2026-06-08T01:04:00.947958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebcff3ee81fe2b6fb28dddc095d9ffee1a26c35dbf914155300161e844c9d0db

Aliases

arxiv: 2603.14014 · arxiv_version: 2603.14014v2 · doi: 10.48550/arxiv.2603.14014 · pith_short_12: 5PH7H3UB7YVW · pith_short_16: 5PH7H3UB7YVW7MUN · pith_short_8: 5PH7H3UB

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/5PH7H3UB7YVW7MUN3XAJLWP75Y \
  | 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: ebcff3ee81fe2b6fb28dddc095d9ffee1a26c35dbf914155300161e844c9d0db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5df6a0ba907f81ba13deb64f0d595685687439d6dba4f2c530fac17e28d56ece",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-14T16:38:34Z",
    "title_canon_sha256": "a59d391fbc89ef2151f1f94a8b7fba6f6ef9824c217288115397283679055687"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.14014",
    "kind": "arxiv",
    "version": 2
  }
}