Pith Number

pith:CKDCPHTV

pith:2024:CKDCPHTVOE3O4CTO65TTGPJRFG

not attested not anchored not stored refs pending

The Curse of Diversity in Ensemble-Based Exploration

Aaron Courville, Evgenii Nikishin, Pierluca D'Oro, Zhixuan Lin

arxiv:2405.04342 v1 · 2024-05-07 · 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{CKDCPHTVOE3O4CTO65TTGPJRFG}

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	2026-07-05T08:16:35.741622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1286279e757136ee0a6ef767333d3129af6de0a5966a80f71bb77293ff83f1f0

Aliases

arxiv: 2405.04342 · arxiv_version: 2405.04342v1 · doi: 10.48550/arxiv.2405.04342 · pith_short_12: CKDCPHTVOE3O · pith_short_16: CKDCPHTVOE3O4CTO · pith_short_8: CKDCPHTV

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/CKDCPHTVOE3O4CTO65TTGPJRFG \
  | 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: 1286279e757136ee0a6ef767333d3129af6de0a5966a80f71bb77293ff83f1f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ea2970274549601f3d6df651fe2ff587f14d39acecb2d987a7e6a823fff0d47",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-07T14:14:50Z",
    "title_canon_sha256": "22d4a0d3424f2369b31b75a1a0888154a2a8bfb12792d9575f2aae358202fd8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04342",
    "kind": "arxiv",
    "version": 1
  }
}