Pith Number

pith:5FK7K3C3

pith:2024:5FK7K3C3DGWXKD3SOJ7IKICFFE

not attested not anchored not stored refs pending

Model-Agnostic Interpretation Framework in Machine Learning: A Comparative Study in NBA Sports

Shun Liu

arxiv:2401.02630 v1 · 2024-01-05 · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5FK7K3C3DGWXKD3SOJ7IKICFFE}

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	2026-07-05T07:30:28.567803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e955f56c5b19ad750f72727e852045291966115c04773bf41eb4fa813fc036e4

Aliases

arxiv: 2401.02630 · arxiv_version: 2401.02630v1 · doi: 10.48550/arxiv.2401.02630 · pith_short_12: 5FK7K3C3DGWX · pith_short_16: 5FK7K3C3DGWXKD3S · pith_short_8: 5FK7K3C3

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/5FK7K3C3DGWXKD3SOJ7IKICFFE \
  | 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: e955f56c5b19ad750f72727e852045291966115c04773bf41eb4fa813fc036e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "500a38497ced0ba459d7a507585b1653ebac278fd7b5b32b931ca665341eadff",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-05T04:25:21Z",
    "title_canon_sha256": "47c459db5d4d3f724fc0c3d3692ac73c71acfb011ca15c0365ea25e3869f5c44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02630",
    "kind": "arxiv",
    "version": 1
  }
}