Pith Number

pith:TH7NISR2

pith:2017:TH7NISR273IVFT25JCCQRXSOST

not attested not anchored not stored refs pending

Effective Evaluation using Logged Bandit Feedback from Multiple Loggers

Aman Agarwal, Soumya Basu, Thorsten Joachims, Tobias Schnabel

arxiv:1703.06180 v2 · 2017-03-17 · cs.LG · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TH7NISR273IVFT25JCCQRXSOST}

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	2026-05-18T00:41:44.240105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99fed44a3afed152cf5d488508de4e94e57c0ec77b4ebb5fe1f5c6345112a363

Aliases

arxiv: 1703.06180 · arxiv_version: 1703.06180v2 · doi: 10.48550/arxiv.1703.06180 · pith_short_12: TH7NISR273IV · pith_short_16: TH7NISR273IVFT25 · pith_short_8: TH7NISR2

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/TH7NISR273IVFT25JCCQRXSOST \
  | 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: 99fed44a3afed152cf5d488508de4e94e57c0ec77b4ebb5fe1f5c6345112a363

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d77d4b20b10df1ea29705eb2c7f4694b0ba8fd0200583883f4ba94667e0f271",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-17T19:29:36Z",
    "title_canon_sha256": "3d4ad8d08f192f24ba5b182ae94f17e3d88bb6747a9e47544f80bede535441bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.06180",
    "kind": "arxiv",
    "version": 2
  }
}