Pith Number

pith:L6NJFBXD

pith:2022:L6NJFBXDUBJAH2BOZCCF7KMFPS

not attested not anchored not stored refs pending

Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines

Bojan Karla\v{s}, Bo Li, Ce Zhang, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu

arxiv:2204.11131 v2 · 2022-04-23 · cs.LG · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L6NJFBXDUBJAH2BOZCCF7KMFPS}

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

Shapley Value-driven Data Pruning for Recommender Systems

Receipt and verification

First computed	2026-07-05T04:18:19.098712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f9a9286e3a05203e82ec8845fa9857c958a63c12a47d875e0c7446f52864a5f

Aliases

arxiv: 2204.11131 · arxiv_version: 2204.11131v2 · doi: 10.48550/arxiv.2204.11131 · pith_short_12: L6NJFBXDUBJA · pith_short_16: L6NJFBXDUBJAH2BO · pith_short_8: L6NJFBXD

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/L6NJFBXDUBJAH2BOZCCF7KMFPS \
  | 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: 5f9a9286e3a05203e82ec8845fa9857c958a63c12a47d875e0c7446f52864a5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f4be6aac2f4c5d0acfdd9997cec748c7fd884b303f5265421ae36c014bd429e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-23T19:29:23Z",
    "title_canon_sha256": "a3a843233b7ae10831d45e7d75ec7b1dcdcfce91b7ddb48571110376d9c18217"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.11131",
    "kind": "arxiv",
    "version": 2
  }
}