Pith Number

pith:6BQKAZ6K

pith:2025:6BQKAZ6K7TSQEIIA5ABPRJMVQF

not attested not anchored not stored refs pending

The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability

Han Zhong, Jiachen Hu, Liwei Wang, Rui Ai, Xiaoyu Chen, Zhaoran Wang, Zhuoran Yang

arxiv:2506.09940 v1 · 2025-06-11 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6BQKAZ6K7TSQEIIA5ABPRJMVQF}

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	2026-07-05T11:19:59.228748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f060a067cafce5022100e802f8a595816899cc0197665653fda21dffd8e0dbe3

Aliases

arxiv: 2506.09940 · arxiv_version: 2506.09940v1 · doi: 10.48550/arxiv.2506.09940 · pith_short_12: 6BQKAZ6K7TSQ · pith_short_16: 6BQKAZ6K7TSQEIIA · pith_short_8: 6BQKAZ6K

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/6BQKAZ6K7TSQEIIA5ABPRJMVQF \
  | 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: f060a067cafce5022100e802f8a595816899cc0197665653fda21dffd8e0dbe3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efd90c3f89b61783e8be5e6858a2631cc148cef99a66aaef6e52243536be2084",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-11T17:06:57Z",
    "title_canon_sha256": "f8d311aa848b1f7c5a3938d3e24231b2261d363fb990e5dc47b94e7eeff4dd4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09940",
    "kind": "arxiv",
    "version": 1
  }
}