Pith Number

pith:Y7WYNQQW

pith:2025:Y7WYNQQWJVCN6DSWN2VD6N4JI3

not attested not anchored not stored refs pending

SHapley Estimated Explanation (SHEP): A Fast Post-Hoc Attribution Method for Interpreting Intelligent Fault Diagnosis

Guang Meng, Qian Chen, Xingjian Dong, Zhike Peng

arxiv:2504.03773 v1 · 2025-04-03 · cs.LG · 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{Y7WYNQQWJVCN6DSWN2VD6N4JI3}

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

On the Fragility of Data Attribution When Learning Is Distributed

Receipt and verification

First computed	2026-07-05T10:44:48.124213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7ed86c2164d44df0e566eaa3f378946cd564e8587d4dd43aead19749ace0ac5

Aliases

arxiv: 2504.03773 · arxiv_version: 2504.03773v1 · doi: 10.48550/arxiv.2504.03773 · pith_short_12: Y7WYNQQWJVCN · pith_short_16: Y7WYNQQWJVCN6DSW · pith_short_8: Y7WYNQQW

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/Y7WYNQQWJVCN6DSWN2VD6N4JI3 \
  | 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: c7ed86c2164d44df0e566eaa3f378946cd564e8587d4dd43aead19749ace0ac5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42b96c44fd7b5ef2c1ed713f58e39cc71fcdabb2c5e46ca45094ecd52661ac92",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-03T07:56:07Z",
    "title_canon_sha256": "1bb93bf2b8b69a22c1efd9431278d436f988199920004cfcff7f4c7461c3155f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.03773",
    "kind": "arxiv",
    "version": 1
  }
}