Pith Number

pith:ECIJWRHG

pith:2024:ECIJWRHGW3LCGLS3PEYOVKY73A

not attested not anchored not stored refs pending

Designing an Interpretable Interface for Contextual Bandits

Andrew Maher, Lancelot Lachartre, Matia Gobbo, Puli Liyanagama, Rowan Swiers, Subash Prabanantham

arxiv:2409.15143 v1 · 2024-09-23 · 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{ECIJWRHGW3LCGLS3PEYOVKY73A}

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	2026-07-05T09:10:36.705847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20909b44e6b6d6232e5b7930eaab1fd8034dddb9f968ca537bd5163eb425206a

Aliases

arxiv: 2409.15143 · arxiv_version: 2409.15143v1 · doi: 10.48550/arxiv.2409.15143 · pith_short_12: ECIJWRHGW3LC · pith_short_16: ECIJWRHGW3LCGLS3 · pith_short_8: ECIJWRHG

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/ECIJWRHGW3LCGLS3PEYOVKY73A \
  | 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: 20909b44e6b6d6232e5b7930eaab1fd8034dddb9f968ca537bd5163eb425206a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e51b0e3d18d05b4d69c06fe5d91a9d4f056e5b9b0328325ec463c563e8ea0fe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-23T15:47:44Z",
    "title_canon_sha256": "b6d7b8ea2e3daddc076940877d643c137a10e5dbcb1d2a6d8117213b3865b34e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15143",
    "kind": "arxiv",
    "version": 1
  }
}