Pith Number

pith:GN5F3J67

pith:2018:GN5F3J676MXJLJ64AEZASEELNG

not attested not anchored not stored refs pending

PAC Battling Bandits in the Plackett-Luce Model

Aadirupa Saha, Aditya Gopalan

arxiv:1808.04008 v3 · 2018-08-12 · 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{GN5F3J676MXJLJ64AEZASEELNG}

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	2026-05-17T23:52:15.774814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

337a5da7dff32e95a7dc013209108b69ad0734d910147df6b48a638ca432004c

Aliases

arxiv: 1808.04008 · arxiv_version: 1808.04008v3 · doi: 10.48550/arxiv.1808.04008 · pith_short_12: GN5F3J676MXJ · pith_short_16: GN5F3J676MXJLJ64 · pith_short_8: GN5F3J67

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/GN5F3J676MXJLJ64AEZASEELNG \
  | 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: 337a5da7dff32e95a7dc013209108b69ad0734d910147df6b48a638ca432004c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06203692e91b39d1b88cb4e3c2c52d2cbdb1c06546044194d549ee20db5688cf",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-12T22:23:43Z",
    "title_canon_sha256": "8677645619abf97475fd8d3fffc88c1c4123335c590c710220b58e2bcfd234e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.04008",
    "kind": "arxiv",
    "version": 3
  }
}