Pith Number

pith:SA3GKNN4

pith:2023:SA3GKNN4JZFVUQZSKW3WNPH6P7

not attested not anchored not stored refs pending

Incentive Mechanism Design for Distributed Ensemble Learning

Chao Huang, Jianwei Huang, Pengchao Han

arxiv:2310.08792 v1 · 2023-10-13 · cs.GT · 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{SA3GKNN4JZFVUQZSKW3WNPH6P7}

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	2026-07-05T07:00:34.917180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90366535bc4e4b5a433255b766bcfe7fd61da5ec4d97eaa89723ecf49dffda3f

Aliases

arxiv: 2310.08792 · arxiv_version: 2310.08792v1 · doi: 10.48550/arxiv.2310.08792 · pith_short_12: SA3GKNN4JZFV · pith_short_16: SA3GKNN4JZFVUQZS · pith_short_8: SA3GKNN4

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/SA3GKNN4JZFVUQZSKW3WNPH6P7 \
  | 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: 90366535bc4e4b5a433255b766bcfe7fd61da5ec4d97eaa89723ecf49dffda3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "451d817042987cc1bd51802d7e67aec4832d400e857106441d07e653a98965ed",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2023-10-13T00:34:12Z",
    "title_canon_sha256": "c333f9cb3877b2d1ddec16893370191b71b765bffb51388df8511f9a8b06a43f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08792",
    "kind": "arxiv",
    "version": 1
  }
}