Pith Number

pith:XPKKN3LM

pith:2019:XPKKN3LMXASW4FZZTJ7AOZD744

not attested not anchored not stored refs pending

The Explanation Game: Explaining Machine Learning Models Using Shapley Values

Ankur Taly, Luke Merrick

arxiv:1909.08128 v3 · 2019-09-17 · cs.LG · cs.AI · 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{XPKKN3LMXASW4FZZTJ7AOZD744}

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.

Cited by

1 paper in Pith

Unifying Attribution-Based Explanations Using Functional Decomposition

Receipt and verification

First computed	2026-07-05T01:13:42.141671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbd4a6ed6cb8256e17399a7e07647fe708279bb2537f1088ec2a95c362110b54

Aliases

arxiv: 1909.08128 · arxiv_version: 1909.08128v3 · doi: 10.48550/arxiv.1909.08128 · pith_short_12: XPKKN3LMXASW · pith_short_16: XPKKN3LMXASW4FZZ · pith_short_8: XPKKN3LM

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/XPKKN3LMXASW4FZZTJ7AOZD744 \
  | 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: bbd4a6ed6cb8256e17399a7e07647fe708279bb2537f1088ec2a95c362110b54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f11ae1938c298fa4070939b6da7a252dc842a923710e7c258f7c7b6736bab54",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-17T22:15:09Z",
    "title_canon_sha256": "5235d6cda9a6398aa6d1ce305f766825bd03b9885f4e5c7059cf33786578cc32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.08128",
    "kind": "arxiv",
    "version": 3
  }
}