Pith Number

pith:ROLQJQ6X

pith:2025:ROLQJQ6XUO2CKKKE2RUJGLPFBG

not attested not anchored not stored refs pending

Offline Contextual Bandit with Counterfactual Sample Identification

Alexandre Gilotte, Benjamin Heymann, Imad Aouali, Otmane Sakhi

arxiv:2509.10520 v1 · 2025-09-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ROLQJQ6XUO2CKKKE2RUJGLPFBG}

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	2026-07-05T12:11:22.520088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b9704c3d7a3b4252944d468932de5098d4b0c768bb9792d4e6d2b5a9931b8eb

Aliases

arxiv: 2509.10520 · arxiv_version: 2509.10520v1 · doi: 10.48550/arxiv.2509.10520 · pith_short_12: ROLQJQ6XUO2C · pith_short_16: ROLQJQ6XUO2CKKKE · pith_short_8: ROLQJQ6X

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/ROLQJQ6XUO2CKKKE2RUJGLPFBG \
  | 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: 8b9704c3d7a3b4252944d468932de5098d4b0c768bb9792d4e6d2b5a9931b8eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93a34fc5dd19b130c4fbad9bf8c2efff7e6f2005be55afb4bb480119cf66d870",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-03T17:23:32Z",
    "title_canon_sha256": "ea081b9de2f1554aa55c83f48599d08d932fe9cedf77084c96d3a3c887931f03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10520",
    "kind": "arxiv",
    "version": 1
  }
}