Pith Number

pith:YRDPMCIK

pith:2025:YRDPMCIKKN5PYM7FMSB2UAP4AD

not attested not anchored not stored refs pending

Counterfactual Multi-player Bandits for Explainable Recommendation Diversification

Bowei He, Chen Ma, Haolun Wu, Xiaokun Zhang, Yansen Zhang, Zexu Sun

arxiv:2505.21165 v2 · 2025-05-27 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YRDPMCIKKN5PYM7FMSB2UAP4AD}

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	2026-07-05T11:19:53.002889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c446f6090a537afc33e56483aa01fc00cf0a54e3f2e91c89d6ae80062ec3b83e

Aliases

arxiv: 2505.21165 · arxiv_version: 2505.21165v2 · doi: 10.48550/arxiv.2505.21165 · pith_short_12: YRDPMCIKKN5P · pith_short_16: YRDPMCIKKN5PYM7F · pith_short_8: YRDPMCIK

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/YRDPMCIKKN5PYM7FMSB2UAP4AD \
  | 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: c446f6090a537afc33e56483aa01fc00cf0a54e3f2e91c89d6ae80062ec3b83e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0a7cd1039875b0a41f63d7f0db2e8637c9fd4bddda50bd122e58274783054e6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-05-27T13:21:39Z",
    "title_canon_sha256": "c75bbae5c0706ab20f1fe02d3b6e9747122a543323be2cb91fd96b184ceb2e91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21165",
    "kind": "arxiv",
    "version": 2
  }
}