Pith Number

pith:TNSP3NFL

pith:2022:TNSP3NFL6PB7CKCGO6BLN7GLCB

not attested not anchored not stored refs pending

The Shapley Value in Machine Learning

Benedek Rozemberczki, Hao-Tsung Yang, Lauren Watson, Oliv\'er Kiss, P\'eter Bayer, Rik Sarkar, Sebastian Nilsson

arxiv:2202.05594 v2 · 2022-02-11 · cs.LG · cs.AI · 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{TNSP3NFL6PB7CKCGO6BLN7GLCB}

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

2 papers in Pith

SwarmHarness: Skill-Based Task Routing via Decentralized Incentive-Aligned AI Agent Networks

Hive: A Multi-Agent Infrastructure for Algorithm- and Task-Level Scaling

Receipt and verification

First computed	2026-07-05T04:26:36.267392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b64fdb4abf3c3f128467782b6fccb106573f846063ca5572730ee04eb65b6f1

Aliases

arxiv: 2202.05594 · arxiv_version: 2202.05594v2 · doi: 10.48550/arxiv.2202.05594 · pith_short_12: TNSP3NFL6PB7 · pith_short_16: TNSP3NFL6PB7CKCG · pith_short_8: TNSP3NFL

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/TNSP3NFL6PB7CKCGO6BLN7GLCB \
  | 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: 9b64fdb4abf3c3f128467782b6fccb106573f846063ca5572730ee04eb65b6f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11d8ee1dc58835e74e3a90b6accc74693cee77b680d6b02ed155fceaaff3d97c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-11T13:25:11Z",
    "title_canon_sha256": "b6e91698572856f22e2d07385e35834caca13caec6631052f5b16b134e4874c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05594",
    "kind": "arxiv",
    "version": 2
  }
}