Pith Number

pith:3RFEKAYM

pith:2019:3RFEKAYMCEAYONSXRYX6AZDHKW

not attested not anchored not stored refs pending

Simple Algorithms for Dueling Bandits

Andrew Lamperski, Tyler Lekang

arxiv:1906.07611 v1 · 2019-06-18 · cs.LG · 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{3RFEKAYMCEAYONSXRYX6AZDHKW}

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	2026-05-17T23:42:59.723557Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc4a45030c11018736578e2fe0646755ba1ebae5b28c919db65fa7208d0e28b6

Aliases

arxiv: 1906.07611 · arxiv_version: 1906.07611v1 · doi: 10.48550/arxiv.1906.07611 · pith_short_12: 3RFEKAYMCEAY · pith_short_16: 3RFEKAYMCEAYONSX · pith_short_8: 3RFEKAYM

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/3RFEKAYMCEAYONSXRYX6AZDHKW \
  | 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: dc4a45030c11018736578e2fe0646755ba1ebae5b28c919db65fa7208d0e28b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8bba6b221f27b7928fd79b531000d80b829629408834382666c62dd82b082a0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-18T14:35:10Z",
    "title_canon_sha256": "0b7d719fc5b6e6ee770760042833fb6509a01a26fde0dee36f828a1770e280af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.07611",
    "kind": "arxiv",
    "version": 1
  }
}