Pith Number

pith:PIBTTMDW

pith:2021:PIBTTMDWGRGO3XJGW6TSLK7M4K

not attested not anchored not stored refs pending

When to Call Your Neighbor? Strategic Communication in Cooperative Stochastic Bandits

Naomi Leonard, Udari Madhushani

arxiv:2110.04396 v1 · 2021-10-08 · stat.ML · 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{PIBTTMDWGRGO3XJGW6TSLK7M4K}

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	2026-07-05T03:21:16.327072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a0339b076344ceddd26b7a725abece2b6ae5d6dedf650735a2463d741274a6d

Aliases

arxiv: 2110.04396 · arxiv_version: 2110.04396v1 · doi: 10.48550/arxiv.2110.04396 · pith_short_12: PIBTTMDWGRGO · pith_short_16: PIBTTMDWGRGO3XJG · pith_short_8: PIBTTMDW

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/PIBTTMDWGRGO3XJGW6TSLK7M4K \
  | 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: 7a0339b076344ceddd26b7a725abece2b6ae5d6dedf650735a2463d741274a6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d885c5a04cb2031d5be13e2c966251010e05071a537e3f22effe57166a284a1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-10-08T22:30:43Z",
    "title_canon_sha256": "2abfe4aa1a47622e39d12b466db0015ab8270ea1409b9047a09a29026165628c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.04396",
    "kind": "arxiv",
    "version": 1
  }
}