Pith Number

pith:LQBTOFYU

pith:2024:LQBTOFYUN2DO4OXMX4FEIVIZGB

not attested not anchored not stored refs pending

A Comprehensive Study of Shapley Value in Data Analytics

Gang Chen, Hong Lin, Ke Chen, Lidan Shou, Meihui Zhang, Shixin Wan, Zhongle Xie

arxiv:2412.01460 v8 · 2024-12-02 · cs.DB · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQBTOFYUN2DO4OXMX4FEIVIZGB}

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	2026-07-05T11:33:17.959949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c033717146e86ee3aecbf0a445519307dddc7333fc2fe02e50637fc125fe4e2

Aliases

arxiv: 2412.01460 · arxiv_version: 2412.01460v8 · doi: 10.48550/arxiv.2412.01460 · pith_short_12: LQBTOFYUN2DO · pith_short_16: LQBTOFYUN2DO4OXM · pith_short_8: LQBTOFYU

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/LQBTOFYUN2DO4OXMX4FEIVIZGB \
  | 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: 5c033717146e86ee3aecbf0a445519307dddc7333fc2fe02e50637fc125fe4e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99426e11ac9e8dd94cdd7140ba621f26691855e0c2c230851bb1c8756f4cf4a0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-12-02T12:54:11Z",
    "title_canon_sha256": "c6a91635e94a7e1c409e4a106d2e18ed488240bc0de51819342627f5cd92d6db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01460",
    "kind": "arxiv",
    "version": 8
  }
}