Pith Number

pith:D6USGVJG

pith:2016:D6USGVJGNFA7TOWVFCMFSBZPHO

not attested not anchored not stored refs pending

Multi-Dueling Bandits and Their Application to Online Ranker Evaluation

Brian Brost, Christina Lioma, Ingemar J. Cox, Yevgeny Seldin

arxiv:1608.06253 v1 · 2016-08-22 · cs.IR · 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{D6USGVJGNFA7TOWVFCMFSBZPHO}

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	2026-05-18T01:08:21.872371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fa92355266941f9bad5289859072f3bbd5f4dfe46a0576c105ed5c0e912eea7

Aliases

arxiv: 1608.06253 · arxiv_version: 1608.06253v1 · doi: 10.48550/arxiv.1608.06253 · pith_short_12: D6USGVJGNFA7 · pith_short_16: D6USGVJGNFA7TOWV · pith_short_8: D6USGVJG

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/D6USGVJGNFA7TOWVFCMFSBZPHO \
  | 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: 1fa92355266941f9bad5289859072f3bbd5f4dfe46a0576c105ed5c0e912eea7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d2b8ed322bcad54c0360a71d435ba3380457822371215432018136925248aa3",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2016-08-22T18:20:18Z",
    "title_canon_sha256": "0f093e9feb87f4f61552114ebd652bf91a81cc4aaa424c7a96e5bc1bdfbaf4c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1608.06253",
    "kind": "arxiv",
    "version": 1
  }
}