Pith Number

pith:4Q3I55PD

pith:2016:4Q3I55PDEZQ3PMZ5XIZNJF7ZVU

not attested not anchored not stored refs pending

An unexpected unity among methods for interpreting model predictions

Scott Lundberg, Su-In Lee

arxiv:1611.07478 v3 · 2016-11-22 · 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{4Q3I55PDEZQ3PMZ5XIZNJF7ZVU}

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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

Global Aggregations of Local Explanations for Black Box models

Receipt and verification

First computed	2026-05-18T00:55:33.823534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4368ef5e32661b7b33dba32d497f9ad38afd1496fce751dd3ed451748c75741

Aliases

arxiv: 1611.07478 · arxiv_version: 1611.07478v3 · doi: 10.48550/arxiv.1611.07478 · pith_short_12: 4Q3I55PDEZQ3 · pith_short_16: 4Q3I55PDEZQ3PMZ5 · pith_short_8: 4Q3I55PD

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/4Q3I55PDEZQ3PMZ5XIZNJF7ZVU \
  | 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: e4368ef5e32661b7b33dba32d497f9ad38afd1496fce751dd3ed451748c75741

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0c5c3374ae6c36cfcc086db25733ceeb45d97c9008cb04bca4b3dd459b8f887",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-11-22T19:30:28Z",
    "title_canon_sha256": "9b55e1b33f6cc308e38a86a307d310408b88ba8fa61ef34fb372b8e25c0f0afe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.07478",
    "kind": "arxiv",
    "version": 3
  }
}